LLaVA-OneVision 7B
LLaVA-OneVision 7B places in the top three on OVBench.
23
Benchmarks with a score
0
Ranked first, out of five or more models
1
In the top three
ByteDance Seed Aug 2024 LLaVA-OneVision 7B
Open weights Small
No Epoch Capabilities Index score yet
- OCRBench v2 33.7% #50 /65
- VisualPuzzles 29.4% #23 /29
- HumanEval-V 1.60% #17 /24
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MMBench-CN v1.1 | 80.9% | #41 of 178 | Official leaderboard | |
| Creation-MMBench | -43.49 | #17 of 19 | Official leaderboard |
Coding
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| HumanEval-V | 1.60% | #17 of 24 | Official leaderboard |
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MMBench | 83.2% | #31 of 155 | Official leaderboard | |
| MMBench-EN v1.1 | 80.9% | #46 of 178 | Official leaderboard | |
| A-Bench | 75.2% | #32 of 116 | Official leaderboard | |
| MMStar | 61.9% | #48 of 173 | Official leaderboard | |
| CCBench (MMBench Chinese Culture) | 54.9% | #52 of 152 | Official leaderboard | |
| OVBench | 49.5% | #3 of 7 | Official leaderboard | |
| TOMATO | 25.5% | #14 of 22 | Official leaderboard | |
| ERQA | 34.4% | #11 of 17 | Official leaderboard | |
| KRETA | 54% | #11 of 17 | Official leaderboard | |
| MMMU | 48.8% | #89 of 136 | Official leaderboard | |
| OCRBench v2 | 33.7% | #50 of 65 | Official leaderboard | |
| MEGA-Bench | 23.9% | #17 of 22 | Official leaderboard | |
| MMVU | 37.9% | #22 of 28 | Official leaderboard | |
| CharXiv | 23.6% | #61 of 77 | Official leaderboard | |
| VisualPuzzles | 29.4% | #23 of 29 | Official leaderboard | |
| MMMU-Pro | 24.1% | #48 of 57 | Official leaderboard | |
| Video-MMMU | 33.9% | #20 of 23 | Official leaderboard | |
| Point-Bench | 6.32% | #17 of 17 | Official leaderboard | |
| MME-CoT | 30.9% | #11 of 11 | Official leaderboard |
Other
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| OpenVLM Leaderboard | 60.2 | #82 of 173 | Official leaderboard |