VBVR-Bench
VBVR-Bench evaluates video generation models on visual behavior and video reasoning across in-domain and out-of-domain abstraction, knowledge, perception, spatial, and transition categories.
13rows
overallprimary metric
2026-05-06sampled
Metadata
Metrics
Overall, Overall(In-Domain), Overall(Out-of-Domain), Abst.(All), Know.(All), Perc.(All), Spat.(All), Trans.(All), Abst.(ID), Know.(ID), Perc.(ID), Spat.(ID), Trans.(ID), Abst.(OOD), Know.(OOD), Perc.(OOD), Spat.(OOD), Trans.(OOD)
| Rank | Subject | Overall | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | Human | 0.97 | — | Imported | 2026-05-06 |
| 2 | VBVR-Wan2.2 | 0.68 | — | Imported | 2026-05-06 |
| 3 | VBVR-Wan2.1 | 0.59 | — | Imported | 2026-05-06 |
| 4 | Sora 2 | 0.55 | — | Imported | 2026-05-06 |
| 5 | Seedance 2.0 | 0.54 | — | Imported | 2026-05-06 |
| 6 | VBVR-LTX2.3 | 0.52 | — | Imported | 2026-05-06 |
| 7 | Veo 3.1 | 0.48 | — | Imported | 2026-05-06 |
| 8 | Runway Gen-4 Turbo | 0.40 | — | Imported | 2026-05-06 |
| 9 | Wan2.2-I2V-A14B | 0.37 | — | Imported | 2026-05-06 |
| 10 | Kling 2.6 | 0.37 | — | Imported | 2026-05-06 |
| 11 | LTX-2 | 0.31 | — | Imported | 2026-05-06 |
| 12 | CogVideoX1.5-5B-I2V | 0.27 | — | Imported | 2026-05-06 |
| 13 | HunyuanVideo-I2V | 0.27 | — | Imported | 2026-05-06 |
No matching rows.