Temporal Grounding on MOT17 (test)
13.63R1@0.5GPT-4o
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GPT-4oCategory=Proprietary Spatiotemporal2025.10 | 13.63 | 15.46 | — | — | — | — | — | |
| GPT-5.42025.10 | 13.63 | 15.46 | 29.86 | 20.64 | 27.7 | 19.27 | 13.11 | |
| R^2-TuningCategory=Temporal2025.10 | 8.42 | 11.6 | — | — | — | — | — | |
| R2-Tuning2025.10 | 8.42 | 11.6 | 31.86 | 15.83 | 35.69 | 19.89 | 11.17 | |
| GPT-4o miniCategory=Proprietary Spatiotemporal2025.10 | 6.58 | 9.36 | — | — | — | — | — | |
| GPT-4.1 mini2025.10 | 6.58 | 9.36 | 21.87 | 11.68 | 17.1 | 8.86 | 5.32 | |
| SVAGFormerCategory=Ours2025.10 | 6.41 | 10.48 | — | — | — | — | — | |
| SVAGFormer2025.10 | 6.41 | 10.48 | 30.86 | 13.23 | 43.67 | 21.79 | 8.97 | |
| Claude-3.5 SonnetCategory=Proprietary Spatiotemporal2025.10 | 6.07 | 7.96 | — | — | — | — | — | |
| d2vlmCategory=Temporal2025.10 | 4.41 | 7.67 | — | — | — | — | — | |
| d2vlm2025.10 | 4.41 | 7.67 | 22.24 | 7.82 | 19.74 | 7.13 | 4.28 | |
| LD-DETRCategory=Temporal2025.10 | 4.21 | 8.9 | — | — | — | — | — | |
| LD-DETR2025.10 | 4.21 | 8.9 | 27.25 | 12.22 | 26.59 | 11.93 | 4.69 | |
| VTimeLLMCategory=Temporal2025.10 | 3.21 | 9.31 | — | — | — | — | — | |
| InternVL2.5Category=Open-Source Spatiotemporal2025.10 | 3.21 | 5.49 | — | — | — | — | — | |
| VTimeLLM2025.10 | 3.21 | 9.31 | 32.46 | 12.02 | 29.34 | 10.59 | 2.91 | |
| InternVL3.52025.10 | 3.21 | 5.49 | 14.63 | 6.61 | 14.44 | 6.09 | 3.4 | |
| EgoMaskCategory=Open-Source Spatiotemporal2025.10 | 3.01 | 4.17 | — | — | — | — | — | |
| EgoMask2025.10 | 3.01 | 4.17 | 9.82 | 5.21 | 11.85 | 6 | 3.22 | |
| GLM-4VCategory=Open-Source Spatiotemporal2025.10 | 2.57 | 5.52 | — | — | — | — | — | |
| GLM-4.6V2025.10 | 2.57 | 5.52 | 16.36 | 6.54 | 14.44 | 6.9 | 3.19 | |
| TimeSuiteCategory=Temporal2025.10 | 1 | 1.6 | — | — | — | — | — | |
| TimeSuite2025.10 | 1 | 1.6 | 3.41 | 1.4 | 2.51 | 1.4 | 1 | |
| Qwen2.5-VLCategory=Open-Source Spatiotemporal2025.10 | 0.4 | 2.91 | — | — | — | — | — | |
| Qwen2.5-VL2025.10 | 0.4 | 2.91 | 9.22 | 3.81 | 7.29 | 3.29 | 0.74 | |
| Qwen2-VLCategory=Open-Source Spatiotemporal2025.10 | 0 | 0.57 | — | — | — | — | — | |
| Qwen3-VL2025.10 | 0 | 0.57 | 1.2 | 0.2 | 1.2 | 0.2 | 0 |