List your company
ResearchFormerly WizWand

Object Detection on Pascal VOC (Novel Split 2)

67.7nAP50ReSet
27.6638.05548.4558.845Sep 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=52026.0667.7
ReSetBackbone=ViT-L/14, Shots=32026.0667.6
ReSetBackbone=ViT-L/14, Shots=102026.0667.3
DE-ViTBackbone=ViT-L/14, Shots=102023.0963.1
DE-ViTBackbone=ViT-L/14, Shots=102026.0663.1
PiDiViTBackbone=ViT-L/14, Shots=102026.0662.4
DE-ViTBackbone=ViT-L/14, Shots=52023.0961.6
DE-ViTBackbone=ViT-L/14, Shots=52026.0661.6
PiDiViTBackbone=ViT-L/14, Shots=32026.0661.2
PiDiViTBackbone=ViT-L/14, Shots=52026.0661.2
DE-ViTBackbone=ViT-S/14, Shots=102023.0960.8
DE-ViTBackbone=ViT-B/14, Shots=102023.0960.6
DE-ViTBackbone=ViT-B/14, Shots=52023.0959.8
DE-ViTBackbone=ViT-B/14, Shots=32023.0958.2
DE-ViTBackbone=ViT-L/14, Shots=32023.0958.1
DE-ViTBackbone=ViT-L/14, Shots=32026.0658.1
DE-ViTBackbone=ViT-S/14, Shots=52023.0956.7
NIFFShots=52023.0956.4
NIFFBackbone=RN101, Shots=52026.0656.4
ReSetBackbone=ViT-L/14, Shots=22026.0656
NIFFShots=32023.0954
NIFFShots=102023.0954
NIFFBackbone=RN101, Shots=32026.0654
NIFFBackbone=RN101, Shots=102026.0654
Meta Faster R-CNNShots=102023.0951.4
Meta Faster R-CNNBackbone=RN101, Shots=102026.0651.4
CrossTransformerShots=102023.0951.2
CrossTransformerBackbone=PVTv2, Shots=102026.0651.2
HeteroGraphShots=102023.0951.1
HeteroGraphBackbone=RN101, Shots=102026.0651.1
ReSetBackbone=ViT-L/14, Shots=12026.0650.8
LVCShots=32023.0950.7
LVCBackbone=ViT-S/8, Shots=32026.0650.7
LVCShots=102023.0950.6
LVCBackbone=ViT-S/8, Shots=102026.0650.6
LVCShots=52023.0949.8
LVCBackbone=ViT-S/8, Shots=52026.0649.8
DE-ViTBackbone=ViT-S/14, Shots=32023.0949.7
CrossTransformerShots=52023.0949.2
CrossTransformerBackbone=PVTv2, Shots=52026.0649.2
DiGeoShots=102023.0949.1
DiGeoBackbone=RN101, Shots=102026.0649.1
HeteroGraphShots=52023.0948.9
HeteroGraphBackbone=RN101, Shots=52026.0648.9
Meta Faster R-CNNShots=52023.0947.8
Meta Faster R-CNNBackbone=RN101, Shots=52026.0647.8
Multi-Relation DetShots=102023.0947.6
Multi-Relation DetBackbone=RN50, Shots=102026.0647.6
DE-ViTBackbone=ViT-B/14, Shots=22023.0947.3
HeteroGraphShots=32023.0946.6
HeteroGraphBackbone=RN101, Shots=32026.0646.6
Meta Faster R-CNNShots=32023.0946.1
Meta Faster R-CNNBackbone=RN101, Shots=32026.0646.1
DE-ViTBackbone=ViT-B/14, Shots=12023.0945.3
PiDiViTBackbone=ViT-L/14, Shots=22026.0644.7
CrossTransformerShots=32023.0943.7
CrossTransformerBackbone=PVTv2, Shots=32026.0643.7
PiDiViTBackbone=ViT-L/14, Shots=12026.0643.5
Multi-Relation DetShots=52023.0943.1
DE-ViTBackbone=ViT-S/14, Shots=12023.0943.1
Multi-Relation DetBackbone=RN50, Shots=52026.0643.1
DE-ViTBackbone=ViT-L/14, Shots=12023.0943
DE-ViTBackbone=ViT-L/14, Shots=12026.0643
NIFFShots=22023.0942.9
NIFFBackbone=RN101, Shots=22026.0642.9
DiGeoShots=52023.0942.1
DiGeoBackbone=RN101, Shots=52026.0642.1
DiGeoShots=32023.0941.9
DiGeoBackbone=RN101, Shots=32026.0641.9
Multi-Relation DetShots=32023.0940.7
Multi-Relation DetBackbone=RN50, Shots=32026.0640.7
Retentive RCNNShots=102023.0940.3
Retentive RCNNBackbone=RN101, Shots=102026.0640.3
DE-ViTBackbone=ViT-L/14, Shots=22023.0939.3
DE-ViTBackbone=ViT-L/14, Shots=22026.0639.3
TFAShots=102023.0939.1
TFABackbone=RN101, Shots=102026.0639.1
NIFFShots=12023.0938.4
NIFFBackbone=RN101, Shots=12026.0638.4
HeteroGraphShots=22023.0937.8
HeteroGraphBackbone=RN101, Shots=22026.0637.8
Retentive RCNNShots=52023.0937
Retentive RCNNBackbone=RN101, Shots=52026.0637
Meta Faster R-CNNShots=22023.0935.5
Meta Faster R-CNNBackbone=RN101, Shots=22026.0635.5
Retentive RCNNShots=32023.0935.2
Retentive RCNNBackbone=RN101, Shots=32026.0635.2
TFAShots=52023.0935.1
TFABackbone=RN101, Shots=52026.0635.1
CrossTransformerShots=22023.0934.5
CrossTransformerBackbone=PVTv2, Shots=22026.0634.5
TFAShots=32023.0934.1
DE-ViTBackbone=ViT-S/14, Shots=22023.0934.1
TFABackbone=RN101, Shots=32026.0634.1
LVCShots=12023.0932.8
LVCBackbone=ViT-S/8, Shots=12026.0632.8
Multi-Relation DetShots=22023.0930.6
Multi-Relation DetBackbone=RN50, Shots=22026.0630.6
FsDetViewShots=102023.0929.2
LVCShots=22023.0929.2