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ResearchFormerly WizWand

Category-Agnostic Pose Estimation on MP-100 (Split 2)

92.94PCK@0.2GenCape (Ours)
38.75652.82366.8980.957Jun 1, 2024Sep 27, 2024Jan 24, 2025May 22, 2025Sep 18, 2025Jan 14, 2026May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GenCape (Ours)Shots=5, Backbone=SwinV2-small2026.0592.94
PPM+CPTShots=5, Backbone=SwinV2-small2026.0592.71
GraphCapeShots=5, Backbone=SwinV2-small2026.0591.48
SCAPEShots=5, Backbone=SwinV2-small2026.0591.25
CapeXShots=1-shot2024.0690.94
GenCape-SSupport Type=Graph-support, Support Modality=Image (Graph), Shot-setting=1-shot, backbone=SwinV2-small2026.0590.6
Pose Anything-SShots=1-shot2024.0690.42
SDPNetShots=5, Backbone=SwinV2-small2026.0590.23
GraphCape-SSupport Type=Graph-support, Support Modality=Image + Graph, Shot-setting=1-shot2026.0589.79
CapeFormer-SShots=1-shot2024.0689.11
CapeFormerShots=5, Backbone=SwinV2-small2026.0588.92
CapeX-SSupport Type=Text-support, Support Modality=Image + Text + Graph, Shot-setting=1-shot2026.0588.88
GenCape-TSupport Type=Graph-support, Support Modality=Image (Graph), Shot-setting=1-shot, backbone=SwinV2-tiny2026.0588.69
PPM+CPTSupport Type=Text-support, Support Modality=Image + Text, Shot-setting=1-shot2026.0588.06
GraphCape-TSupport Type=Graph-support, Support Modality=Image + Graph, Shot-setting=1-shot2026.0587.81
SCAPESupport Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0586.87
SDPNet (HRNet-32)Support Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0586.72
CapeFormer-TSupport Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0586.69
MetaPoint+Support Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0585.59
X-PoseSupport Type=Text-support, Support Modality=Image\Text, Shot-setting=1-shot2026.0585.05
CapeFormerShots=1-shot2024.0684.88
CapeFormerSupport Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0584.88
ESCAPESupport Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0582.55
POMNetShots=5, Backbone=SwinV2-small2026.0579.61
POMNetShots=1-shot2024.0678.25
POMNetSupport Type=Image-support, Support Modality=Image, Shot-setting=1-shot2026.0578.25
Fine-tuneShots=5, Backbone=SwinV2-small2026.0557.84
Fine-tunedShots=1-shot2024.0657.04
MAMLShots=1-shot2024.0654.72
ProtoNetShots=1-shot2024.0640.84