Spatio-Temporal Video Grounding on HC-STVG v1 (test)
38.4m_vIoUCG-STVG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CG-STVGLearning Paradigm=Fully-Supervised2026.02 | 38.4 | 61.5 | 36.3 | |
| CG-STVGSupervision=F-S2026.06 | 38.4 | 61.5 | 36.3 | |
| VideoGrounding-DINOSupervision=F-S2026.06 | 38.25 | 62.47 | 36.14 | |
| CSDVLLearning Paradigm=Fully-Supervised2026.02 | 36.9 | 62.2 | 34.8 | |
| CSDVLSupervision=F-S2026.06 | 36.9 | 62.2 | 34.8 | |
| STCATSupervision=F-S2026.06 | 35.09 | 57.67 | 30.09 | |
| STCATLearning Paradigm=Fully-Supervised2026.02 | 35 | 57.7 | 30 | |
| TubeDETRLearning Paradigm=Fully-Supervised2026.02 | 32.4 | 49.8 | 23.5 | |
| TubeDETRSupervision=F-S2026.06 | 32.4 | 49.8 | 23.5 | |
| ASTGLearning Paradigm=Zero-Shot2026.02 | 32.3 | 54.4 | 28.2 | |
| RealVGLearning Paradigm=Zero-Shot2026.02 | 29.5 | 40 | 25.8 | |
| LN-STVGLearning Paradigm=Zero-Shot2026.02 | 24.8 | 41.5 | 16.3 | |
| Video RSVG-ZeroOVSupervision=Z-S, Strategy=Strategy 12026.06 | 22.67 | 34.41 | 16.58 | |
| CoSPaLLearning Paradigm=Weakly-Supervised2026.02 | 22.1 | 31.8 | 19.6 | |
| CosPaLSupervision=W-S2026.06 | 22.1 | 31.8 | 19.6 | |
| E3MSupervision=Z-S2026.06 | 19.11 | 29.4 | 10.6 | |
| E3MLearning Paradigm=Zero-Shot2026.02 | 19.1 | 29.4 | 10.6 | |
| Video RSVG-ZeroOVSupervision=Z-S, Strategy=Strategy 22026.06 | 18.34 | 26.09 | 12.84 | |
| STProLearning Paradigm=Weakly-Supervised2026.02 | 17.6 | 27 | 12.9 | |
| STProSupervision=W-S2026.06 | 17.56 | 26.98 | 12.93 | |
| ReCLIPLearning Paradigm=Zero-Shot2026.02 | 16.2 | 20.4 | 11.9 | |
| VEMSupervision=W-S2026.06 | 14.64 | 18.6 | 5.75 | |
| VCMALearning Paradigm=Weakly-Supervised2026.02 | 14.6 | 18.6 | 5.8 | |
| ReCLIPSupervision=Z-S2026.06 | 14.36 | 18.28 | 4.91 | |
| WINNERLearning Paradigm=Weakly-Supervised2026.02 | 14.2 | 17.2 | 6.1 | |
| WINNERSupervision=W-S2026.06 | 14.2 | 17.24 | 6.12 | |
| Qwen-2.5-VLSupervision=Z-S, Strategy=Strategy 12026.06 | 11.42 | 21.83 | 8.76 | |
| Qwen-2.5-VLSupervision=Z-S, Strategy=Strategy 22026.06 | 10.86 | 15.82 | 7.92 | |
| RedCircleSupervision=Z-S2026.06 | 9.15 | 7.76 | 1.55 | |
| RedCircleLearning Paradigm=Zero-Shot2026.02 | 9.1 | 7.8 | 1.6 |