Video Spatio-Temporal Grounding on VidSTG Declarative Sentences Mixed-Quality (test)
50.81Mean Temporal IoU (mIoU)NST
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| NSTTuning Strategy=Null-Space Tuning2026.06 | 50.81 | 31.06 | 44.11 | 28.68 | |
| DoRATuning Strategy=PEFT2026.06 | 50.02 | 29.72 | 42.74 | 27.51 | |
| BaselineTuning Strategy=Baseline2026.06 | 49.93 | 28.95 | 41.46 | 26.06 | |
| FlyLoRATuning Strategy=PEFT2026.06 | 49.91 | 29.84 | 42.97 | 27.36 | |
| AdaLoRATuning Strategy=PEFT2026.06 | 49.73 | 29.93 | 42.31 | 27.08 | |
| LoRATuning Strategy=PEFT2026.06 | 49.61 | 29.47 | 42.03 | 26.74 | |
| Full-FinetuneTuning Strategy=Full Fine-tune2026.06 | 49.42 | 29.13 | 41.74 | 26.31 |