E-commerce Short Video Understanding on E-VAds 1.0 (test)
78.6S-BPExpert*
Evaluation results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Expert*Params=-2026.02 | 78.6 | 53.6 | 17.3 | 25 | 80.4 | 53.5 | 89.3 | 76.8 | 58.7 | 62.5 | 90.2 | 76.7 | 93.2 | 83.9 | 79.3 | 81.3 | 95.1 | 87.1 | |
| Gemini3-FlashParams=-2026.02 | 76.3 | 39.1 | 17.9 | 19.3 | 22.2 | 35 | 83.6 | 60.2 | 58.3 | 58.8 | 45.2 | 61.2 | 88.8 | 73 | 77.6 | 77.6 | 63.4 | 76.1 | |
| Qwen3-Omni-InstructParams=30BA3B2026.02 | 69.3 | 22.7 | 3.4 | 3.2 | 3.7 | 20.5 | 80.1 | 45.4 | 50.8 | 50.2 | 30.6 | 51.4 | 86.4 | 59.6 | 70.1 | 69.2 | 51.2 | 67.3 | |
| GPT 5.2Params=-2026.02 | 68.7 | 31.5 | 20.5 | 7.4 | 10.5 | 27.8 | 77.3 | 52.6 | 59.6 | 52.8 | 26.8 | 53.9 | 84.2 | 67.1 | 78.6 | 74.6 | 47.7 | 70.4 | |
| Qwen3-VL-InstructParams=30BA3B2026.02 | 67.2 | 23.6 | 2.3 | 2.2 | 2.7 | 19.6 | 78.3 | 46.7 | 50.1 | 49.6 | 25.3 | 50 | 85.2 | 60.9 | 68.9 | 68 | 47.2 | 66 | |
| Qwen3-Omni-ThinkingParams=30BA3B2026.02 | 63.7 | 21.4 | 6.5 | 5.4 | 6.5 | 20.7 | 75.5 | 37.9 | 52.5 | 51.7 | 31.5 | 49.8 | 83.5 | 55.2 | 73.9 | 72.1 | 52.8 | 67.5 | |
| E-VAds-R1(Qwen3-VL)Params=8B2026.02 | 62.8 | 25.2 | 31.3 | 12.6 | 27.9 | 32 | 74.1 | 42.7 | 65.1 | 55.5 | 51.5 | 57.7 | 82.4 | 59.2 | 81.6 | 76.1 | 68.9 | 73.6 | |
| Keye1.5-VLParams=8B2026.02 | 61.9 | 12.5 | 19.3 | 5.1 | 3.9 | 20.6 | 72.6 | 55.2 | 37.7 | 24.5 | 50.6 | 48.2 | 80.5 | 75.6 | 53.2 | 46.3 | 69.5 | 65 | |
| Qwen3-VL-ThinkingParams=8B2026.02 | 60.5 | 17.2 | 5.1 | 5.1 | 5.1 | 18.6 | 72.3 | 34.9 | 51.9 | 51.4 | 30.7 | 48.2 | 81 | — | 73.8 | 71.7 | 51.4 | 66 | |
| Mimo-VL-RLParams=8B2026.02 | 60 | 14.6 | 0.9 | 0.7 | 1 | 15.5 | 73.4 | 34.9 | 49.1 | 49 | 25.8 | 46.4 | 81.4 | 51.4 | 69.8 | 64.8 | 46.3 | 62.8 | |
| Qwen3-VL-InstructParams=8B2026.02 | 60 | 13.3 | 0.6 | 1 | 1.7 | 15.3 | 74.5 | 36.5 | 49 | 49 | 32.9 | 48.4 | 82.8 | 51.2 | 62.3 | 64.4 | 51.1 | 62.3 | |
| E-VAds-R1(Qwen2.5-VL)Params=7B2026.02 | 56.9 | 12.7 | 6.9 | 2.1 | 17.7 | 19.3 | 71.4 | 31.5 | 52.3 | 49.6 | 45.7 | 50.1 | 80.4 | 49.7 | 73.9 | 71.1 | 65.2 | 68 | |
| Qwen3-VL-ThinkingParams=30BA3B2026.02 | 56.6 | 14.4 | 1.1 | 0.7 | 1.2 | 14.8 | 71.1 | 34.2 | 49.7 | 49 | 26.2 | 46 | 80.3 | 51.7 | 71.7 | 66.1 | 47.3 | 63.4 | |
| Qwen2.5-VL-InstructParams=32B2026.02 | 55 | 15 | 0.1 | 0.3 | 0.3 | 14.2 | 70.4 | 35.4 | 48.5 | 49 | 28.9 | 46.4 | 79.9 | 52.3 | 69.5 | 68 | 47.8 | 63.5 | |
| InternVL3Params=8B2026.02 | 53.1 | 9.3 | 0 | 0.1 | 0.2 | 12.6 | 67.4 | 26.6 | 39.6 | 41 | 15.3 | 38 | 75.7 | 42 | 47.8 | 47.8 | 34.3 | 49.5 | |
| InternVL3.5Params=8B2026.02 | 52.2 | 8.4 | 0.4 | 0.5 | 0.3 | 12.4 | 66.4 | 26.8 | 48.3 | 48 | 14.6 | 40.8 | 75.9 | 42.3 | 62.9 | 62.1 | 34.7 | 55.6 | |
| Mimo-VL-SFTParams=8B2026.02 | 51.9 | 0.7 | 12.4 | 0.8 | 0.6 | 13.3 | 66.4 | 48.6 | 30 | 24.7 | 47.9 | 43.5 | 76.3 | 67.6 | 47.1 | 44.2 | 61.6 | 59.4 | |
| Qwen2.5-VL-InstructParams=7B2026.02 | 44.6 | 10.8 | 0 | 0 | 0.1 | 11.1 | 60.8 | 26.8 | 37.4 | 39 | 20.6 | 36.9 | 71.4 | 43.7 | 45.8 | 46.8 | 36.8 | 48.9 | |
| Keye-VLParams=8B2026.02 | 30.7 | 8 | 6.8 | 3.8 | 7.5 | 11.9 | 40.8 | 50.9 | 18.2 | 24.3 | 49.5 | 37.3 | 56.8 | 71.2 | 38.6 | 46.2 | 70.7 | 57.2 | |
| VideoLlama3Params=7B2026.02 | 30.6 | 8.2 | 0 | 0 | 0 | 7.8 | 44.8 | 20.8 | 25.9 | 28.6 | 4.9 | 25 | 57.8 | 38.2 | 39.7 | 40.4 | 23.2 | 39.9 |