Hallucination Mitigation on VRIPT-HAL
52.1F1 ScoreVideoChat-R1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VideoChat-R1Mitigation Method=SmartSight2025.12 | 52.1 | 3.7 | |
| Qwen2.5-VL-7BMitigation Method=SmartSight2025.12 | 50 | 2.1 | |
| Gemini 1.5 ProMitigation Method=Base (Greedy Decoding)2025.12 | 49.3 | — | |
| VideoChat-R1Mitigation Method=Base (Greedy Decoding)2025.12 | 48.4 | — | |
| Qwen2.5-VL-7BMitigation Method=Base (Greedy Decoding)2025.12 | 47.9 | — | |
| Claude 3.5 SonnetMitigation Method=Base (Greedy Decoding)2025.12 | 44.6 | — | |
| InternVL3-8BMitigation Method=SmartSight2025.12 | 34.1 | 3.7 | |
| LLaVA-OneVision-7BMitigation Method=SmartSight2025.12 | 31.4 | 5.6 | |
| InternVL3-8BMitigation Method=Base (Greedy Decoding)2025.12 | 30.4 | — | |
| LLaVA-OneVision-7BMitigation Method=Base (Greedy Decoding)2025.12 | 25.8 | — | |
| Video-LLaVAMitigation Method=SmartSight2025.12 | 25.7 | 1.1 | |
| Video-LLaVAMitigation Method=Base (Greedy Decoding)2025.12 | 24.6 | — |