Spatio-temporal Video Grounding on VidSTG Declarative Sentences (test)
37.2m_vIoUBridge-STG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Bridge-STGModel Category=7B-based MLLMs2026.04 | 37.2 | 52.6 | 52.4 | 37.4 | |
| TA-STVGModel Category=Non-generative and task-specific models2026.04 | 34.4 | 51.7 | 48.2 | 33.5 | |
| CG-STVGModel Category=Non-generative and task-specific models2026.04 | 34 | 51.4 | 47.7 | 33.1 | |
| STCATArchitecture Type=One-Stage2022.09 | 33.14 | 50.82 | 46.2 | 32.58 | |
| TubeDETRPretraining Data=ImageNet + Visual Genome + Flickr + COCO2022.03 | 30.4 | 48.1 | 42.5 | 28.2 | |
| TubeDETRArchitecture Type=One-Stage2022.09 | 30.4 | 48.1 | 42.5 | 28.2 | |
| TubeDETRModel Category=Non-generative and task-specific models2026.04 | 30.4 | 48.1 | 42.5 | 28.2 | |
| SpaceVLLMModel Category=7B-based MLLMs2026.04 | 27.4 | 47.7 | 39.1 | 26.2 | |
| STVGBertPretraining Data=ImageNet + Visual Genome + Conceptual Captions2022.03 | 24 | — | 30.9 | 18.4 | |
| STVGBertArchitecture Type=One-Stage2022.09 | 23.97 | — | 30.91 | 18.39 | |
| OMRNArchitecture Type=Two-Stage2022.09 | 23.11 | 50.73 | 32.61 | 16.42 | |
| TubeDETRPretraining Data=ImageNet2022.03 | 22 | 43.1 | 29.7 | 18.1 | |
| STGVTArchitecture Type=Two-Stage2022.09 | 21.62 | — | 29.8 | 18.94 | |
| STGVTPretraining Data=Visual Genome + Conceptual Captions2022.03 | 21.6 | — | 29.8 | 18.9 | |
| STGRNPretraining Data=Visual Genome2022.03 | 19.8 | 48.5 | 25.8 | 14.6 | |
| STGRNArchitecture Type=Two-Stage2022.09 | 19.75 | 48.47 | 25.77 | 14.6 | |
| VideoMolmoModel Category=7B-based MLLMs2026.04 | 15.6 | 41.7 | — | — | |
| WSSTG+L-NetArchitecture Type=Factorized2022.09 | 14.45 | 40.86 | 18 | 7.89 | |
| LLaVA-STModel Category=7B-based MLLMs2026.04 | 14.2 | 44.1 | 18.5 | 7.5 | |
| STPR+L-NetArchitecture Type=Factorized2022.09 | 12.93 | 40.86 | 16.27 | 5.68 | |
| GroundeR+L-NetArchitecture Type=Factorized2022.09 | 11.89 | 40.86 | 15.32 | 5.45 | |
| WSSTG+TALLArchitecture Type=Factorized2022.09 | 11.36 | 34.63 | 14.63 | 5.91 | |
| STPR+TALLArchitecture Type=Factorized2022.09 | 10.4 | 34.63 | 12.38 | 4.27 | |
| GroundeR+TALLArchitecture Type=Factorized2022.09 | 9.78 | 34.63 | 11.04 | 4.09 |