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ResearchFormerly WizWand

Object Detection on Pascal VOC (Novel Split 3)

74.6AP50ReSet
39.2448.4257.666.78Sep 22, 2023Mar 7, 2024Aug 21, 2024Feb 5, 2025Jul 22, 2025Jan 5, 2026Jun 22, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ReSetBackbone=ViT-L/14, Shots=102026.0674.6
ReSetBackbone=ViT-L/14, Shots=52026.0672.8
ReSetBackbone=ViT-L/14, Shots=22026.0672
ReSetBackbone=ViT-L/14, Shots=32026.0668.9
DE-ViTBackbone=ViT-B/14, Shots=102023.0967.8
PiDiViTBackbone=ViT-L/14, Shots=102026.0667.6
DE-ViTBackbone=ViT-L/14, Shots=102023.0967.3
DE-ViTBackbone=ViT-L/14, Shots=102026.0667.3
ReSetBackbone=ViT-L/14, Shots=12026.0665.5
DE-ViTBackbone=ViT-B/14, Shots=52023.0964.6
DE-ViTBackbone=ViT-S/14, Shots=102023.0964.5
DE-ViTBackbone=ViT-L/14, Shots=52023.0964.2
DE-ViTBackbone=ViT-L/14, Shots=52026.0664.2
PiDiViTBackbone=ViT-L/14, Shots=22026.0664.2
NIFFShots=52023.0964.1
NIFFBackbone=RN101, Shots=52026.0664.1
PiDiViTBackbone=ViT-L/14, Shots=52026.0664.1
DE-ViTBackbone=ViT-L/14, Shots=22023.0964
DE-ViTBackbone=ViT-L/14, Shots=22026.0664
NIFFShots=102023.0963.9
NIFFBackbone=RN101, Shots=102026.0663.9
DE-ViTBackbone=ViT-B/14, Shots=32023.0962.7
DE-ViTBackbone=ViT-B/14, Shots=22023.0962.3
NIFFShots=22023.0962.1
DE-ViTBackbone=ViT-B/14, Shots=12023.0962.1
NIFFBackbone=RN101, Shots=22026.0662.1
DE-ViTBackbone=ViT-S/14, Shots=52023.0961.4
PiDiViTBackbone=ViT-L/14, Shots=32026.0661.4
DE-ViTBackbone=ViT-L/14, Shots=32023.0961.3
DE-ViTBackbone=ViT-L/14, Shots=32026.0661.3
NIFFShots=32023.0961.2
NIFFBackbone=RN101, Shots=32026.0661.2
DE-ViTBackbone=ViT-S/14, Shots=32023.0960.7
Meta Faster R-CNNShots=52023.0959.9
Meta Faster R-CNNBackbone=RN101, Shots=52026.0659.9
LVCShots=52023.0959.6
LVCShots=102023.0959.6
LVCBackbone=ViT-S/8, Shots=52026.0659.6
LVCBackbone=ViT-S/8, Shots=102026.0659.6
CrossTransformerShots=102023.0958.7
CrossTransformerBackbone=PVTv2, Shots=102026.0658.7
Meta Faster R-CNNShots=102023.0958.6
DE-ViTBackbone=ViT-S/14, Shots=22023.0958.6
Meta Faster R-CNNBackbone=RN101, Shots=102026.0658.6
PiDiViTBackbone=ViT-L/14, Shots=12026.0658.4
DE-ViTBackbone=ViT-L/14, Shots=12023.0958.2
DE-ViTBackbone=ViT-L/14, Shots=12026.0658.2
CrossTransformerShots=52023.0957
CrossTransformerBackbone=PVTv2, Shots=52026.0657
NIFFShots=12023.0956.4
NIFFBackbone=RN101, Shots=12026.0656.4
LVCShots=32023.0955
LVCBackbone=ViT-S/8, Shots=32026.0655
HeteroGraphShots=52023.0954.8
HeteroGraphBackbone=RN101, Shots=52026.0654.8
CrossTransformerShots=22023.0954.7
DiGeoShots=102023.0954.7
CrossTransformerBackbone=PVTv2, Shots=22026.0654.7
DiGeoBackbone=RN101, Shots=102026.0654.7
HeteroGraphShots=102023.0953.5
HeteroGraphBackbone=RN101, Shots=102026.0653.5
Meta Faster R-CNNShots=32023.0953.4
Meta Faster R-CNNBackbone=RN101, Shots=32026.0653.4
LVCShots=22023.0952.7
DiGeoShots=52023.0952.7
LVCBackbone=ViT-S/8, Shots=22026.0652.7
DiGeoBackbone=RN101, Shots=52026.0652.7
DE-ViTBackbone=ViT-S/14, Shots=12023.0952.5
CrossTransformerShots=32023.0952.3
CrossTransformerBackbone=PVTv2, Shots=32026.0652.3
Multi-Relation DetShots=52023.0951.3
Multi-Relation DetBackbone=RN50, Shots=52026.0651.3
Retentive RCNNShots=102023.0950.1
Retentive RCNNBackbone=RN101, Shots=102026.0650.1
TFAShots=102023.0949.8
Multi-Relation DetShots=102023.0949.8
TFABackbone=RN101, Shots=102026.0649.8
Multi-Relation DetBackbone=RN50, Shots=102026.0649.8
Retentive RCNNShots=52023.0949.7
Retentive RCNNBackbone=RN101, Shots=52026.0649.7
TFAShots=52023.0949.5
TFABackbone=RN101, Shots=52026.0649.5
LVCShots=12023.0948.4
LVCBackbone=ViT-S/8, Shots=12026.0648.4
HeteroGraphShots=32023.0947.8
HeteroGraphBackbone=RN101, Shots=32026.0647.8
DiGeoShots=32023.0946.9
DiGeoBackbone=RN101, Shots=32026.0646.9
Meta Faster R-CNNShots=22023.0946.4
Meta Faster R-CNNBackbone=RN101, Shots=22026.0646.4
Multi-Relation DetShots=32023.0943.7
Multi-Relation DetBackbone=RN50, Shots=32026.0643.7
Retentive RCNNShots=32023.0943
Retentive RCNNBackbone=RN101, Shots=32026.0643
HeteroGraphShots=22023.0942.9
HeteroGraphBackbone=RN101, Shots=22026.0642.9
TFAShots=32023.0942.8
TFABackbone=RN101, Shots=32026.0642.8
Meta Faster R-CNNShots=12023.0940.6
Meta Faster R-CNNBackbone=RN101, Shots=12026.0640.6