Video Captioning on TemporalBench
53.8Similarity ScoreEvoGround
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| EvoGround2026.05 | 53.8 | 11.4 | 20.5 | 26.9 | 12.5 | 5.6 | 2.6 | |
| InternLM-XC2.52026.05 | 52.4 | 2.3 | 15.9 | 17.8 | 7.1 | 2.8 | 1.2 | |
| Qwen2-VL2026.05 | 51.9 | 6.9 | 18 | 12.5 | 6.1 | 3 | 1.6 | |
| LLaVA-OneVision2026.05 | 50.1 | 0.3 | 14.5 | 11.1 | 5.1 | 2.2 | 1.1 | |
| LLaVA-NeXT-Video2026.05 | 50.1 | 2.3 | 15.8 | 18.1 | 7 | 2.6 | 1.1 | |
| M^32026.05 | 47.8 | 3 | 16.4 | 16.7 | 6.9 | 2.8 | 1.2 | |
| MiniCPM-V2.62026.05 | 47.2 | 1.5 | 14.2 | 15.5 | 5.4 | 1.9 | 0.8 | |
| VideoLLaVA2026.05 | 46 | 4.5 | 16.9 | 12.6 | 5.4 | 2.3 | 1 | |
| Phi-3.5-Vision2026.05 | 42.9 | 3.7 | 16.5 | 20.4 | 8.4 | 3.4 | 1.6 | |
| MA-LMM2026.05 | 38.7 | 3.1 | 15 | 10.1 | 4.8 | 2.2 | 1.1 |