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Object Dynamics Prediction on YouTube-VIS 2021 (test)

42.9FG-ARISRL
13.88421.41728.9536.483Feb 3, 2026

Evaluation results

MethodLinks
SRL2026.0242.935.6
SlotContrast2026.023833.7
SlotContrastreproduced=true2026.0236.232.9
SRL + SFIntegration framework=SlotFormer (SF), Backbone=DINO-v2-Base/14, Frozen encoder=true2026.0232.230
VideoSAURv22026.0231.229.7
SlotContrast + SFIntegration framework=SlotFormer (SF), Backbone=DINO-v2-Base/14, Frozen encoder=true2026.0229.229.6
VideoSAUR2026.0228.926.3
Reconstruction + SFIntegration framework=SlotFormer (SF), Backbone=DINO-v2-Base/14, Frozen encoder=true2026.0227.428.9
STEVE2026.021519.1