Datasets:
microsoft
/
benchpress-score-matrix

Dataset card Data Studio Files
xet
 Community
1
benchmark_id
stringlengths
3
28
benchmark_name
stringlengths
3
56
category
stringclasses
59 values
metric
stringclasses
27 values
num_problems
float64
6
258k
⌀
source_url
stringlengths
19
115
⌀
canonical_setting_json
stringlengths
122
1.53k
in_paper_matrix
bool
2 classes
arc_challenge
ARC Challenge
Reasoning
null
null
https://arxiv.org/abs/1803.05457
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "AI2 ARC Challenge subset.", "range": [0, 100], "version": "ARC Challenge (10-shot)"}
false
babe
BABE
Reasoning
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "BABE"}
false
bigbench_extra_hard
BigBench Extra Hard
Reasoning
null
null
https://huggingface.co/blog/gemma4
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Hard subset of BIG-Bench.", "range": [0, 100], "version": "BigBench Extra Hard"}
false
bigbench_hard
BigBench Hard (BBH)
Reasoning
null
null
https://arxiv.org/abs/2210.09261
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "BIG-Bench Hard subset. Distinct from bigbench_extra_hard.", "range": [0, 100], "version": "BBH 0-shot CoT"}
true
der2_bench
DeR2 Bench
Reasoning
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "DeR2 Bench"}
false
drop
DROP
Reasoning
%
9,536
https://huggingface.co/datasets/EleutherAI/drop
{"higher_is_better": true, "judge": "rule-based", "metric_type": "pct", "multimodal_input": false, "notes": "DROP is passage-question reading comprehension requiring discrete reasoning. HF EleutherAI/drop reports 77,409 train rows and 9,536 validation rows; use validation as the scored evaluation split. HF ucinlp/drop ...
true
global_piqa
Global PIQA
Reasoning
null
6,283
https://huggingface.co/datasets/mrlbenchmarks/global-piqa-parallel
{"higher_is_better": true, "judge": "exact-match multiple-choice answer key", "metric_type": "pct", "multimodal_input": false, "notes": "Global PIQA is a participatory commonsense-reasoning benchmark for 100+ languages and cultures. The arXiv preprint describes 116 language varieties constructed by 335 researchers from...
true
hellaswag
HellaSwag
Reasoning
%
null
https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per DeepSeek V4-Pro model card.", "range": [0, 100], "tools": "none", "version": "HellaSwag"}
false
hle
HLE (Humanity's Last Exam)
Reasoning
% correct
2,500
https://lastexam.ai/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "tools=none preferred (pure-reasoning eval). If only with-tool scores (python/web/RAG) are available, accept and mark cell matches_canonical=false.", "range": [0, 100], "tools": "none", "version": "Humanity's Last Exam (2500)"}
true
hle_text
HLE Text
Reasoning
%
2,158
https://labs.scale.com/leaderboard/humanitys_last_exam_text_only
{"higher_is_better": true, "judge": "answer-key scoring for closed-ended answers", "metric_type": "pct", "multimodal_input": false, "notes": "Scale Labs states the text-only leaderboard evaluates text-based HLE questions excluding multimodal content and represents 86% of the finalized 2,500-question HLE. Public text-on...
true
korbench
KORBench
Reasoning
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "KORBench"}
false
procbench
ProcBench
Reasoning
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ProcBench"}
false
simplebench
SimpleBench
Reasoning
% correct
1,000
https://simple-bench.com/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "tools=none preferred (pure-reasoning eval). If only with-tool scores (python/web/RAG) are available, accept and mark cell matches_canonical=false.", "range": [0, 100], "tools": "none", "version": "SimpleBench (1000)"}
false
hle_tools
HLE (w/ tools)
Reasoning & Knowledge
accuracy (%)
2,500
https://huggingface.co/moonshotai/Kimi-K2.5
{"judge": "answer-key scoring for closed-ended answers", "metric": "accuracy (%)", "multimodal_input": true, "notes": "Kimi K2.5 footnotes: full set means text and image; with-tools setting equips search, code-interpreter, and web-browsing tools; simple context management retains only the latest round of tool messages ...
true
zerobench_tools
ZeroBench (w/ tools)
Reasoning & Knowledge
accuracy (%)
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"metric": "accuracy (%)", "notes": "Tool-augmented evaluation", "pass_at_k": "pass@1", "version": "ZeroBench with tools"}
false
nl2repo_bench
NL2Repo-Bench
Repository Code
%
104
https://arxiv.org/abs/2512.12730
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "NL2Repo-Bench contains 104 repository-generation tasks. Each task gives a natural-language requirements document and empty workspace; generated repositories are evaluated with original upstream pytest suites. Item count is task instan...
true
nl2repo_pass1
NL2Repo (Pass@1)
Repository Code
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "code execution", "version": "NL2Repo (Pass@1)"}
false
safety
Safety (OLMES suite)
Safety
null
null
https://arxiv.org/abs/2501.00656
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Allen AI internal safety eval suite.", "range": [0, 100], "version": "OLMES safety suite"}
true
bixbench
BixBench
Science
%
null
https://openai.com/index/introducing-gpt-5-5/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Biology/Chemistry expert-level benchmark.", "range": [0, 100], "tools": "none", "version": "BixBench"}
false
critpt
CritPt
Science
% correct
70
https://huggingface.co/datasets/CritPt-Benchmark/CritPt
{"higher_is_better": true, "judge": "automated rule-based scoring server", "metric_type": "pct", "multimodal_input": false, "notes": "Protocol audit: frontier research-level physics benchmark. The public test set has 70 challenges; the broader benchmark has 71 composite research challenges plus an example and 190 check...
true
frontier_science_research
Frontier Science Research
Science
%
null
https://openai.com/index/introducing-gpt-5-4/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Frontier-level science research benchmark. Per OpenAI GPT-5.4 blog.", "range": [0, 100], "tools": "none", "version": "Frontier Science Research"}
false
frontiersci_olympiad
FrontierSci-olympiad
Science
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "FrontierSci-olympiad"}
false
frontiersci_research
FrontierSci-research
Science
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "FrontierSci-research"}
false
genebench
GeneBench
Science
%
null
https://openai.com/index/introducing-gpt-5-5/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Genomics benchmark.", "range": [0, 100], "tools": "none", "version": "GeneBench"}
false
gpqa_diamond
GPQA Diamond
Science
% correct
198
https://arxiv.org/abs/2311.12022
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "tools=none preferred (pure-reasoning eval). If only with-tool scores (python/web/RAG) are available, accept and mark cell matches_canonical=false.", "range": [0, 100], "tools": "none", "version": "GPQA-Diamond (Rein et al. 2023)"}
true
gpqa_main
GPQA Main (full set)
Science
null
448
https://arxiv.org/abs/2311.12022
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Full GPQA. Distinct from gpqa_diamond (198 hardest subset).", "range": [0, 100], "version": "GPQA full set (Rein et al. 2023, 448 questions)"}
true
supergpqa
SuperGPQA
Science
%
26,529
https://huggingface.co/datasets/m-a-p/SuperGPQA
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Official SuperGPQA dataset has 26,529 rows/questions spanning science disciplines. Count one answer per row.", "range": [0, 100], "tools": "none", "version": "SuperGPQA full benchmark"}
true
ainstein_bench
AInsteinBench
Science Discovery
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "AInsteinBench"}
false
biobench
BIObench
Science Discovery
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "BIObench"}
false
deepsearchqa_acc
DeepSearchQA (Accuracy)
Search Agent
%
900
https://huggingface.co/datasets/google/deepsearchqa
{"higher_is_better": true, "judge": "Gemini 2.5 Flash grading prompt", "metric_type": "pct", "multimodal_input": false, "notes": "Official Google DeepMind dataset has 900 difficult multi-step information-seeking prompts across 17 fields. Intended for LLM agents with web access. Accuracy uses the same 900 prompts as the...
true
deepsearchqa_f1
DeepSearchQA (F1)
Search Agent
%
null
https://huggingface.co/moonshotai/Kimi-K2.6
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Kimi K2.6 model card.", "range": [0, 100], "tools": "agentic", "version": "DeepSearchQA (F1)"}
false
finsearchcomp
FinSearchComp
Search Agent
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "search", "version": "FinSearchComp"}
false
finsearchcomp_global
FinSearchComp-Global
Search Agent
%
317
https://arxiv.org/abs/2509.13160
{"higher_is_better": true, "judge": "LLM-as-a-Judge with task-specific rubrics", "metric_type": "pct", "multimodal_input": false, "notes": "FinSearchComp is an open-domain financial search and reasoning benchmark. The paper reports 635 total expert-curated questions across Global and Greater China subsets; Figure 4 giv...
true
finsearchcompt23
FinSearchComp T2&T3
Search Agent
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "agentic", "version": "FinSearchComp T2&T3"}
false
hle_verified
HLE Verified
Search Agent
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "search", "version": "HLE Verified"}
false
seal_0
Seal-0
Search Agent
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "agentic", "version": "Seal-0"}
false
widesearch
WideSearch (item-F1)
Search Agent
%
200
https://huggingface.co/datasets/ByteDance-Seed/WideSearch
{"higher_is_better": true, "judge": "evaluation pipeline mixes exact/URL/numeric matching with LLM-assisted cell judgment", "metric": "item-F1 over required table fields", "metric_type": "pct", "multimodal_input": false, "notes": "Official paper and dataset report 200 broad information-seeking tasks, split 100 English ...
true
xbench_deepsearch
xbench-DeepSearch
Search Agent
%
100
https://huggingface.co/datasets/xbench/DeepSearch
{"higher_is_better": true, "metric": "accuracy", "metric_type": "pct", "multimodal_input": false, "notes": "Official xbench DeepSearch HF dataset reports 100 encrypted rows/tasks and describes a search/information-retrieval evaluation. Count one model generation per task; do not use the MiniMax M2 model card as the ben...
true
bfcl_v3_multiturn
BFCL v3 (Multi-Turn)
Tool Use
%
null
https://huggingface.co/deepseek-ai/DeepSeek-R1-0528
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per DeepSeek R1-0528 model card.", "range": [0, 100], "tools": "agentic", "version": "BFCL v3 (Multi-Turn)"}
false
bfcl_v4
BFCL v4
Tool Use
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "tool calls", "version": "BFCL v4"}
false
complexfuncbench
ComplexFuncBench
Tool Use
%
1,000
https://github.com/THUDM/ComplexFuncBench
{"higher_is_better": true, "judge": "ComplexEval automatic matching plus final-response LLM evaluation", "metric_type": "pct", "multimodal_input": false, "notes": "Official paper/repo define 1,000 samples: 600 single-domain and 400 cross-domain. Each sample is a multi-step function-calling dialogue; average 3.26 steps ...
true
tau2_bench_avg
τ²-Bench (avg of retail/airline/telecom)
Tool Use
%
null
https://huggingface.co/MiniMaxAI/MiniMax-M2
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per MiniMax M2 model card.", "range": [0, 100], "tools": "agentic", "version": "τ²-Bench (avg of retail/airline/telecom)"}
false
tau3_bench
τ³-Bench
Tool Use
%
1,500
https://z.ai/blog/glm-5.1
{"higher_is_better": true, "judge": "state-based task success", "metric_type": "pct", "multimodal_input": false, "notes": "Z.ai footnote says tau3-bench uses all domains with an extra user-simulator prompt, banking terminal_use retrieval, GPT-5.2-low user simulator, and 4 trials. Count = (airline 50 + retail 114 + tele...
true
vitabench
VitaBench
Tool Use
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "tool calls", "version": "VitaBench"}
false
bfcl
BFCL
Tool use
null
null
https://cohere.com/research/papers/command-a-technical-report.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Function calling benchmark. Distinct from bfcl_v3.", "range": [0, 100], "version": "Berkeley Function Calling Leaderboard (Tau-bench predecessor)"}
true
bfcl_v3
BFCL v3
Tool use
null
null
https://gorilla.cs.berkeley.edu/leaderboard.html
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Function-calling benchmark, FC format", "range": [0, 100], "version": "BFCL v3 (Berkeley Function Calling Leaderboard)"}
true
tau1_bench_avg
τ-bench (Yao 2024, averaged)
Tool use
null
null
https://cohere.com/research/papers/command-a-technical-report.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "τ-bench (Yao 2024) averaged. Distinct from per-domain cells (tau_bench_retail/airline/telecom).", "range": [0, 100], "version": "τ-bench averaged across retail+airline domains"}
false
cgbench
CGBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "CGBench"}
false
contphy
ContPhy
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ContPhy"}
false
crossvid
CrossVid
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "CrossVid"}
false
egoschema
EgoSchema (test)
Video
null
null
https://egoschema.github.io/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Long-form egocentric video QA across multiple domains.", "range": [0, 100], "version": "EgoSchema test split"}
false
egotempo
EgoTempo
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "EgoTempo"}
false
livesports_3k
LiveSports-3K
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "LiveSports-3K"}
false
minerva
Minerva
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "Minerva"}
false
morse_500
Morse-500
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "Morse-500"}
false
odvbench
ODVBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ODVBench"}
false
ovbench
OVBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "OVBench"}
false
ovobench
OVOBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "OVOBench"}
false
tempcompass
TempCompass
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "TempCompass"}
false
tomato
TOMATO
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "TOMATO"}
false
tvbench
TVBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "TVBench"}
false
videoeval_pro
VideoEval-Pro
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VideoEval-Pro"}
false
videoholmes
VideoHolmes
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VideoHolmes"}
false
videoreasonbench
VideoReasonBench
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VideoReasonBench"}
false
videosimpleqa
VideoSimpleQA
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VideoSimpleQA"}
false
vispeak
ViSpeak
Video
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ViSpeak"}
false
video_mmmu
Video-MMMU
Video/Multimodal
%
900
https://videommmu.github.io/
{"higher_is_better": true, "metric": "accuracy over human-annotated video QA questions", "metric_type": "pct", "multimodal_input": true, "notes": "Official paper/project report 300 expert-level videos and 900 human-annotated questions across Perception, Comprehension, and Adaptation. Count one model generation per ques...
true
charxiv_descriptive
CharXiv Descriptive
Vision
% accuracy
4,000
https://charxiv.github.io/
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Official leaderboard validation set has 1,000 charts and 5,000 questions; HF schema has four descriptive question fields per chart, so descriptive evaluation is 4,000 model answers.", "range": [0, 100], "sampling": "pass@1", "tools": "...
true
erqa
ERQA
Vision
%
400
https://github.com/embodiedreasoning/ERQA
{"higher_is_better": true, "judge": "rule-based", "metric_type": "pct", "multimodal_input": true, "notes": "Official ERQA GitHub README says the full benchmark consists of 400 examples. Questions are multimodal interleaved images and text, phrased as multiple-choice questions, with answers provided as a single letter (...
true
infovqa
InfoVQA (val)
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "InfoVQA (val)"}
false
longvideobench
LongVideoBench
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "LongVideoBench"}
false
lvbench
LVBench
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "LVBench"}
false
mmvu
MMVU
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "MMVU"}
false
motionbench
MotionBench
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "MotionBench"}
false
omnidocbench
OmniDocBench (normalized edit distance, lower is better)
Vision
edit distance (lower=better)
1,651
https://huggingface.co/datasets/opendatalab/OmniDocBench
{"higher_is_better": false, "metric_type": "pct", "multimodal_input": true, "notes": "Official OmniDocBench v1.6 contains 1,651 PDF pages. Count one model output per page for document parsing; HF parquet row count may differ slightly, but official README/page count is canonical.", "range": [0, 100], "tools": "none", "v...
true
omnidocbench_1.5
OmniDocBench 1.5
Vision
edit distance (lower=better)
1,355
https://github.com/opendatalab/OmniDocBench
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "OmniDocBench v1.5 count is inferred from official update history: v1.6 full benchmark has 1,651 pages and adds 296 pages over v1.5, giving 1,355 pages for v1.5. Excludes v1.6-added pages and hard subsets.", "range": [0, 100], "tools": ...
true
simplevqa
SimpleVQA
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "SimpleVQA"}
false
worldvqa
WorldVQA
Vision
%
null
https://huggingface.co/moonshotai/Kimi-K2.5
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Kimi K2.5 model card.", "range": [0, 100], "tools": "none", "version": "WorldVQA"}
false
hle_vl
HLE-VL
Vision Agent
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "search", "version": "HLE-VL"}
false
minedojo_verified
Minedojo Verified
Vision Agent
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": false, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "env", "version": "Minedojo Verified"}
false
mm_browsecomp
MM-BrowseComp
Vision Agent
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "search", "version": "MM-BrowseComp"}
false
countbench
CountBench
Vision Counting
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "CountBench"}
false
fsc_147
FSC-147 (lower=better)
Vision Counting
metric (lower=better)
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": false, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": null, "tools": "none", "version": "FSC-147 (lower=better)"}
false
point_bench
Point-Bench
Vision Counting
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "Point-Bench"}
false
longdocurl
LongDocURL
Vision Long Context
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "LongDocURL"}
false
mmlongbench
MMLongBench
Vision Long Context
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "MMLongBench"}
false
mmlongbench_doc
MMLongBench-Doc
Vision Long Context
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "MMLongBench-Doc"}
false
realworldqa
RealWorldQA
Vision Perception
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "RealWorldQA"}
false
visfactor
VisFactor
Vision Perception
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VisFactor"}
false
vlms_are_biased
VLMsAreBiased
Vision Perception
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VLMsAreBiased"}
false
vlms_are_blind
VLMsAreBlind
Vision Perception
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VLMsAreBlind"}
false
arcagi1_image
ArcAGI1-Image
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ArcAGI1-Image"}
false
arcagi2_image
ArcAGI2-Image
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ArcAGI2-Image"}
false
visulogic
VisuLogic
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VisuLogic"}
false
vpct
VPCT
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "VPCT"}
false
zerobench_main
ZeroBench (main)
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ZeroBench (main)"}
false
zerobench_sub
ZeroBench (sub)
Vision Puzzles
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "ZeroBench (sub)"}
false
logicvista
LogicVista
Vision Reasoning
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "LogicVista"}
false
emma
EMMA
Vision STEM
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "EMMA"}
false
hipho
HiPhO
Vision STEM
%
null
https://lf3-static.bytednsdoc.com/obj/eden-cn/lapzild-tss/ljhwZthlaukjlkulzlp/seed2/0214/Seed2.0%20Model%20Card.pdf
{"higher_is_better": true, "metric_type": "pct", "multimodal_input": true, "notes": "Per Doubao Seed 2.0 Pro model card.", "range": [0, 100], "tools": "none", "version": "HiPhO"}
false