GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement

Benchmark Model Rank Results
unsupervised-object-segmentation-onGENESIS-V2#2ARI-FG: 0.81
unsupervised-object-segmentation-onSlotAttention#3ARI-FG: 0.76
unsupervised-object-segmentation-onGENESIS#4ARI-FG: 0.70
unsupervised-object-segmentation-onMONET-G#5ARI-FG: 0.70
unsupervised-object-segmentation-on-1GENESIS-V2#2ARI-FG: 0.84
unsupervised-object-segmentation-on-1SlotAttention#3ARI-FG: 0.79
unsupervised-object-segmentation-on-1GENESIS#4ARI-FG: 0.63
unsupervised-object-segmentation-on-1MONET-G#5ARI-FG: 0.54
unsupervised-object-segmentation-on-shelfGENESIS-V2#1ARI: 0.55
unsupervised-object-segmentation-on-shelfMONET-G#2ARI: 0.11
unsupervised-object-segmentation-on-shelfGENESIS#3ARI: 0.04
unsupervised-object-segmentation-on-shelfSlotAttention#4ARI: 0.03