Video Hallucination Evaluation on VideoHallucer Hallucinated
85.5Object Relation AccuracyDTR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DTRBase Model=Qwen3-VL-8B2026.04 | 85.5 | 79.55 | 82 | 57.5 | 93 | 79.51 | |
| DTRBase Model=Qwen2.5-VL-7B2026.04 | 84.5 | 81.25 | 92 | 49 | 82 | 77.75 | |
| BaselineBase Model=Qwen2.5-VL-7B2026.04 | 83.5 | 78.98 | 90 | 44 | 81 | 75.5 | |
| TCDBase Model=Qwen2.5-VL-7B2026.04 | 83 | 74.43 | 88.5 | 38.5 | 76 | 72.09 | |
| DINO-HEALBase Model=Qwen2.5-VL-7B2026.04 | 83 | 78.98 | 91.5 | 44.5 | 81 | 75.8 | |
| VCDBase Model=Qwen2.5-VL-7B2026.04 | 80.5 | 73.86 | 86.5 | 44 | 80.5 | 73.07 | |
| BaselineBase Model=Qwen3-VL-8B2026.04 | 80 | 73.86 | 81 | 52.5 | 91.5 | 75.77 | |
| TCDBase Model=Qwen3-VL-8B2026.04 | 80 | 73.3 | 80.5 | 54 | 90.5 | 75.66 | |
| VCDBase Model=Qwen3-VL-8B2026.04 | 80 | 70.45 | 78.5 | 50.5 | 91 | 74.09 | |
| DINO-HEALBase Model=Qwen3-VL-8B2026.04 | 76 | 74.43 | 76.5 | 61.5 | 93.5 | 76.39 |