Multi-Scene Segmentation on OmniDCBench 1.0 (test)
68.5F1 ScoreGemini-2.5-Pro
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gemini-2.5-ProModality=V + A2026.02 | 68.5 | 74.9 | |
| TimeChat-Captioner-7B-SFTModality=V + A, Parameters=7B, Training Strategy=Supervised Fine-Tuning2026.02 | 62.4 | 70.8 | |
| TimeChat-Captioner-7B-GRPOModality=V + A, Parameters=7B, Training Strategy=Group Relative Policy Optimization2026.02 | 61.2 | 69.6 | |
| Qwen3-OmniModality=V + A, Parameters=30B-A3B2026.02 | 54.8 | 64.2 | |
| MiniCPM-o-2.6Modality=V + A, Parameters=8B2026.02 | 49.9 | 60.2 | |
| Gemini-2.5-FlashModality=V + A2026.02 | 45.6 | 53.1 | |
| LongVALEModality=V + A, Parameters=7B, Specialization=Temporal-aware expert2026.02 | 45.2 | 55.6 | |
| Qwen2.5-OmniModality=V + A, Parameters=7B2026.02 | 37.2 | 43.4 | |
| OmniVinciModality=V + A, Parameters=9B2026.02 | 29 | 39.7 |