V-Star
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Spatio-Temporal Reasoning | V-STaR | Chain1 (When) m tIoU27.5 | 44 | |
| Spatio-temporal reasoning | V-STAR (test) | What Accuracy64.1 | 27 | |
| Vision-Centric Question Answering | V-Star | Accuracy83.6 | 20 | |
| Fine-grained Visual Perception | V-Star | Accuracy79 | 20 | |
| Visual Search | V-star | Accuracy84.8 | 18 | |
| Fine-grained Visual Reasoning | V-Star | Overall Accuracy95.7 | 14 | |
| Spatio-Temporal Grounding | V-STAR | Accuracy61.9 | 12 | |
| Multimodal Spatial Reasoning | V-Star | Accuracy61.28 | 8 | |
| Spatial Reasoning | V-Star | Average Score92.5 | 7 |
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