Video Captioning on ICH-CC 1.0 (test)
72.67ICH-CC-en ScoreOur LFS + Qwen3-VL-8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our LFS + Qwen3-VL-8BParameters=8B, LFS=yes, Frame Budget=162026.01 | 72.67 | 77.43 | 75.05 | |
| Our LFS + Qwen2.5-VL-7BParameters=7B, LFS=yes, Frame Budget=162026.01 | 69.88 | 73.65 | 71.77 | |
| Qwen3-VL-8BParameters=8B, LFS=no (baseline)2026.01 | 68.2 | 74.25 | 71.23 | |
| Video-ChatGPT-7BParameters=7B2026.01 | 67.88 | 68.25 | 68.07 | |
| Qwen2.5-VL-7BParameters=7B, LFS=no (baseline)2026.01 | 67.52 | 69.39 | 68.46 | |
| LongVA-7BParameters=7B2026.01 | 66.37 | 65.89 | 66.13 | |
| Vicuna-v1.5-7BParameters=7B2026.01 | 66.25 | 69.36 | 67.81 | |
| LLaMA-VID2026.01 | 64.25 | 63.77 | 64.01 | |
| MovieChat-7BParameters=7B2026.01 | 62.38 | 62.86 | 62.62 | |
| ShareGPT4Video-8BParameters=8B2026.01 | 62.36 | 65.96 | 64.16 |