Recent studyBlind TTS Elo is live. Compare two anonymous voice samples, vote after listening, and help separate real preference signal from noise.Vote in the study ->
Codesota · Benchmark · MMMUHome/Leaderboards/MMMU
Unknown

MMMU.

Massive multi-discipline multimodal understanding across 30 subjects

Paper Leaderboard
§ 01 · SOTA history

Year over year.

§ 02 · Leaderboard

Results by metric.

Found a wrong score or missing run?
Use row edits to send a sourced correction into moderation.
Add / edit result Report issue

Accuracy

Accuracy is the reported evaluation metric for MMMU. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for Accuracyverifiedpapervendorcommunityunverified
RankModelTrustScoreYearLinksEdit
01Qwen3.5-397B-A17Bunverified852026Paper ↗Code ↗Edit result
02Qwen3.5-122B-A10Bunverified83.92026Paper ↗Code ↗Source ↗Edit result
03Qwen3.6-27Bunverified82.92026Paper ↗Code ↗Edit result
04Qwen3.5-27Bunverified82.32026Paper ↗Code ↗Source ↗Edit result
05Gemini 2.5 Prounverified822025Paper ↗Edit result
06Qwen3.6-35B-A3Bunverified81.72026Paper ↗Code ↗Edit result
07Qwen3.5-35B-A3Bunverified81.42026Paper ↗Code ↗Source ↗Edit result
08Qwen3-VL-235B-A22B-Thinkingunverified80.62025Paper ↗Code ↗Edit result
09SenseNova-U1-A3B-MoTunverified80.552026Paper ↗Code ↗Edit result
10Qwen3.5-Omni-Plusunverified80.12026Paper ↗Edit result
11Gemini 2.5 Flashunverified79.72025Paper ↗Edit result
12Qwen3-VL-235B-A22B-Instructunverified78.72025Paper ↗Code ↗Edit result
13InternVL3-78Bunverified72.22025Paper ↗Code ↗Edit result
14Ovis2.5-9Bunverified71.22025Paper ↗Code ↗Edit result
15Qwen2.5-VL-72Bunverified70.22025Paper ↗Code ↗Edit result
16Qwen3-VL-8B-Instructunverified69.62025Paper ↗Code ↗Edit result
17MiniMax-VL-01unverified68.52025Paper ↗Code ↗Edit result
18MiniCPM-o 4.5-Instructunverified67.62026Paper ↗Code ↗Edit result
19Gemma 3 (27B, IT)unverified64.92025Paper ↗Code ↗Edit result
20Llama 3-V (405B)unverified64.52024Paper ↗Code ↗Edit result
21Qwen2-VL 72Bunverified64.52024Paper ↗Code ↗Edit result
22Kimi-VL-A3B-Thinking-2506unverified642025Paper ↗Code ↗Edit result
23Infinity-Parser2-Prounverified61.892026Paper ↗Edit result
24Qwen3-Omni-30B-A3B-Base-202507unverified59.332025Paper ↗Code ↗Edit result
25Lumina-DiMOOunverified58.62025Paper ↗Code ↗Edit result
26Kimi-VL-A3B-Instructunverified572025Paper ↗Code ↗Edit result
27BAGEL (7B MoT)unverified55.32025Paper ↗Code ↗Edit result
28Ariaunverified54.92024Paper ↗Code ↗Edit result
29MiniCPM-V 4.6-Thinking (16x)unverified54.52026Paper ↗Edit result
30Qwen2-VL 7Bunverified54.12024Paper ↗Code ↗Edit result
31BLIP3-o (8B)unverified50.62025Paper ↗Code ↗Edit result
32VideoLLaMA3 7Bunverified48.82025Paper ↗Code ↗Edit result
33ZAYA1-VL-8Bunverified462026Paper ↗Code ↗Edit result
34MiniCPM-Llama3-V 2.5unverified45.82024Paper ↗Code ↗Edit result
35VideoLLaMA3 2Bunverified45.32025Paper ↗Code ↗Edit result
36Qwen2-VL-2Bunverified41.12024Paper ↗Code ↗Edit result
§ 04 · Submit a result

Add to the leaderboard.

← Back to Leaderboards