Video Classification on MultiHateClip
75.81AccuracyGemini-2.5-Pro
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Gemini-2.5-ProModel Category=Gemini, Open=true2026.03 | 75.81 | 84.71 | 61.11 | 0 | 48.61 | |
| DeepIntuitBackbone=Qwen2.5-VL-7B, Open=true2026.03 | 72.72 | 83.49 | 30 | 56.52 | 56.67 | |
| GPT-4oModel Category=GPT, Open=true2026.03 | 72.19 | 84.16 | 55.45 | 12.5 | 50.7 | |
| RB-FTBackbone=Qwen2.5-VL-7B, Open=true2026.03 | 71 | 83.47 | 23.53 | 49.78 | 52.26 | |
| Gemini-2.5-FlashModel Category=Gemini, Open=true2026.03 | 70.94 | 83.98 | 18.18 | 40 | 47.39 | |
| GPT-4.1Model Category=GPT, Open=true2026.03 | 70.46 | 83.58 | 60.38 | 23.53 | 55.83 | |
| SFT+GRPOBackbone=Qwen2.5-VL-7B, Open=true2026.03 | 67.88 | 81.78 | 0 | 33.85 | 38.54 | |
| Direct-SFTBackbone=Qwen2.5-VL-7B, Open=true2026.03 | 66.86 | 79.92 | 11.11 | 41.35 | 44.13 | |
| InternVideo2-6BModel Category=Video Encoder, Open=false2026.03 | 62.72 | 74.85 | 10.91 | 38.06 | 41.27 | |
| UniFormerV2Model Category=Video Encoder, Open=false2026.03 | 59.17 | 72.1 | 8.33 | 35.42 | 38.62 | |
| Zero-shotBackbone=Qwen2.5-VL-7B, Open=true2026.03 | 54.48 | 66.9 | 2.7 | 40.12 | 36.57 |