Video Understanding on VidHalluc
83.84AccuracySTEAR
Evaluation results
| Method | Links | |
|---|---|---|
| STEARBackbone=Qwen2.5-VL-7B2026.04 | 83.84 | |
| VCDBackbone=Qwen2.5-VL-7B2026.04 | 83.19 | |
| DINO-HEALBackbone=Qwen2.5-VL-7B2026.04 | 82.95 | |
| TCDBackbone=Qwen2.5-VL-7B2026.04 | 82.67 | |
| MemVRBackbone=Qwen2.5-VL-7B2026.04 | 81.87 | |
| BaselineBackbone=Qwen2.5-VL-7B2026.04 | 81.7 | |
| STEARBackbone=InternVL2.5-8B2026.04 | 73.19 | |
| TCDBackbone=InternVL2.5-8B2026.04 | 71.51 | |
| DINO-HEALBackbone=InternVL2.5-8B2026.04 | 71.09 | |
| MemVRBackbone=InternVL2.5-8B2026.04 | 70.69 | |
| BaselineBackbone=InternVL2.5-8B2026.04 | 70.2 | |
| VCDBackbone=InternVL2.5-8B2026.04 | 68.47 | |
| STEARBackbone=LLaVA-Video-7B2026.04 | 65.81 | |
| MemVRBackbone=LLaVA-Video-7B2026.04 | 65.69 | |
| DINO-HEALBackbone=LLaVA-Video-7B2026.04 | 65.58 | |
| VCDBackbone=LLaVA-Video-7B2026.04 | 65.48 | |
| TCDBackbone=LLaVA-Video-7B2026.04 | 64.39 | |
| BaselineBackbone=LLaVA-Video-7B2026.04 | 63.07 |