Video Question Answering on Sports-QA (test)
60.4Overall ScoreCREDiT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CREDiTBackbone=Video-LLaVA-7B2026.06 | 60.4 | 79.4 | 34.7 | 55.4 | 61.2 | |
| CREDiTBackbone=Qwen2.5VL-7B2026.06 | 59.6 | 78.2 | 35.5 | 54.3 | 58.6 | |
| AFTGloVe2026.06 | 59.2 | 78.9 | 35.3 | 55.1 | 56.3 | |
| HQGA2026.06 | 58.9 | 77.6 | 33.8 | 54.1 | 58.2 | |
| IGV2026.06 | 58.3 | 78.1 | 34.4 | 52 | 58.2 | |
| HGA2026.06 | 58 | 76.5 | 31.2 | 50.4 | 54.3 | |
| CREDiTBackbone=Qwen2VL-7B2026.06 | 57.4 | 74.9 | 32.8 | 51.3 | 56.1 | |
| HME2026.06 | 57.1 | 77 | 32.9 | 50 | 60.9 | |
| MASN2026.06 | 57 | 78.4 | 33.6 | 52.2 | 58.2 | |
| VideoICLQwen2VLParameters=7B2026.06 | 51.5 | — | — | — | — | |
| VideoChat-R1.5customized pretraining=true, ground-truth temporal interval labels=true2026.06 | 49.1 | 71.3 | 27.6 | 43.1 | 44 | |
| CoMem2026.06 | 43.7 | 51.7 | 32.7 | 48.7 | 51.3 | |
| Video-LLaVAParameters=7B2026.06 | 30.3 | 42.8 | 13.5 | 36.8 | 42.7 | |
| Qwen2.5VLParameters=7B2026.06 | 28.4 | 44.1 | 16 | 25.2 | 27.9 | |
| Qwen2VLParameters=7B2026.06 | 26.8 | 42.3 | 14.6 | 23.7 | 27 | |
| LLaVA-VideoParameters=7B2026.06 | 25.5 | 39.1 | 12 | 22.9 | 28.2 |