Video Captioning on MSR-VTT (RCC)
7.38RelevanceRank
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RankBackbone=PerceptionLM2026.03 | 7.38 | 7.46 | 8.11 | 9.37 | |
| MPOBackbone=PerceptionLM2026.03 | 7.31 | 7.38 | 8.08 | 9.32 | |
| DPOBackbone=PerceptionLM2026.03 | 7.29 | 7.34 | 8.02 | 9.33 | |
| RankBackbone=Qwen2.5-VL2026.03 | 7.21 | 6.93 | 7.86 | 9.15 | |
| SFTBackbone=Qwen2.5-VL2026.03 | 7.13 | 6.83 | 7.76 | 9.14 | |
| DPOBackbone=Qwen2.5-VL2026.03 | 7.12 | 6.86 | 7.77 | 9.13 | |
| MPOBackbone=Qwen2.5-VL2026.03 | 7.11 | 6.89 | 7.84 | 9.15 | |
| PretrainedBackbone=Qwen2.5-VL2026.03 | 6.73 | 6.14 | 6.61 | 8.69 | |
| SFTBackbone=PerceptionLM2026.03 | 6.44 | 6.37 | 6.98 | 8.54 | |
| PretrainedBackbone=PerceptionLM2026.03 | 6.29 | 5.49 | 6.18 | 7.19 |