Affordance Grounding on AGD20k v1 (Unseen) benchmark leaderboard · SOTA2 Research

Affordance Grounding on AGD20k v1 (Unseen)

1.043KLDTokAG

Evaluation Results

Method	Links
TokAG2026.07		1.043	0.455	1.549
TokAG2026.07		1.06	0.455	1.514
OOAL2026.03		1.07	0.461	0.015
PanoAffordanceNet2026.03		1.185	0.475	0.0142
Moon et al.2026.07		1.243	0.405	1.368
LoopTrans2026.03		1.247	0.403	0.0132
LoopTrans2026.07		1.247	0.403	1.315
WSMA2026.03		1.335	0.382	0.0122
WSMA2026.07		1.335	0.382	1.22
INTRA2026.07		1.365	0.375	1.209
OS-AGDO2026.03		1.398	0.382	0.0117
LOCATE2026.03		1.405	0.372	0.0116
LOCATE2026.07		1.405	0.372	1.157
Espresso-2D2025.06		1.571	0.376	1.016
Cross-View-AG+2026.07		1.765	0.279	0.882
Ours2022.03		1.787	0.285	0.829
Cross-View-AG2026.07		1.787	0.285	0.829
LISA-7B2025.06		1.83	0.256	0.765
M2SA-7B2025.06		1.925	0.227	0.657
AffordanceNet2025.06		1.932	0.226	0.7
Molmo+SAM22025.06		1.953	0.226	0.718
DeepGazeII2022.03		1.99	0.256	0.597
Hotspots2022.03		1.994	0.237	0.577
TS-CAM2022.03		2.104	0.201	0.151
EIL2022.03		2.167	0.227	0.33
EgoGaze2022.03		4.285	0.211	0.35
Mlnet2022.03		5.012	0.263	0.595
SPA2022.03		7.425	0.169	0.262