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Video Spatio-Temporal Grounding on VidSTG Declarative Sentences Mixed-Quality (test)
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50.81
Mean Temporal IoU (mIoU)
NST
49.3644
49.7397
50.115
50.4903
Jun 2, 2026
Mean Temporal IoU (mIoU)
Mean Spatial IoU (mIoU)
vIoU @ Threshold 0.3
vIoU @ Threshold 0.5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Temporal IoU (mIoU)
Mean Spatial IoU (mIoU)
vIoU @ Threshold 0.3
vIoU @ Threshold 0.5
NST
Tuning Strategy=Null-S...
2026.06
50.81
31.06
44.11
28.68
DoRA
Tuning Strategy=PEFT
2026.06
50.02
29.72
42.74
27.51
Baseline
Tuning Strategy=Baseline
2026.06
49.93
28.95
41.46
26.06
FlyLoRA
Tuning Strategy=PEFT
2026.06
49.91
29.84
42.97
27.36
AdaLoRA
Tuning Strategy=PEFT
2026.06
49.73
29.93
42.31
27.08
LoRA
Tuning Strategy=PEFT
2026.06
49.61
29.47
42.03
26.74
Full-Finetune
Tuning Strategy=Full F...
2026.06
49.42
29.13
41.74
26.31
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