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Video Multimodal Interpretation on LV-VIS (val)

26APSG-FSCFormer
23.81624.38324.9525.517Mar 21, 2026

Evaluation results

MethodLinks
SG-FSCFormerMask Decoder=SAM22026.032633.628.3
VideoGLaMMMask Decoder=SAM22026.0325.432.227.6
SG-FSCFormerMask Decoder=Mask2Former2026.0325.231.827.5
SG-FSCFormer†Mask Decoder=SAM2, Evaluation Protocol=instance-level AP2026.0324.831.526.9
OVFormerMask Decoder=Mask2Former2026.0324.731.126.5
GLEEMask Decoder=MaskDINO2026.0323.924.623.3