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ResearchFormerly WizWand

Semantic Segmentation on PASCAL-5^i Fold-3

67.1mIoUHSNet
21.80833.566545.32557.0835Aug 4, 2020Jul 1, 2021May 29, 2022Apr 26, 2023Mar 22, 2024Feb 17, 2025Jan 15, 2026
Updated 8mo ago

Evaluation results

MethodLinks
HSNetBackbone=ResNet-50, Shots=5-shot2022.1067.1
NERTNetBackbone=ResNet-101, Shots=5-shot2022.1066.8
IPMTBackbone=ResNet-101, Shots=5-shot2022.1065.1
DCPBackbone=ResNet-50, Shots=5-shot2022.1064.5
CyCTRBackbone=ResNet-50, Shots=5-shot2022.1063.5
IPMTBackbone=ResNet-50, Shots=5-shot2022.1063.4
NERTNetBackbone=ResNet-50, Shots=5-shot2022.1062.2
IPMTBackbone=ResNet-50, Shots=1-shot2022.1061.6
IPMTBackbone=ResNet-101, Shots=1-shot2022.1061.2
DPCNShot=1-shot, Supervision=Pixel2022.0460.6
HSNetBackbone=ResNet-50, Shots=1-shot2022.1060.5
CyCTRBackbone=ResNet-101, Shots=5-shot2022.1060.2
NERTNetBackbone=ResNet-50, Shots=1-shot2022.1059.8
CyCTRBackbone=ResNet-50, Shots=1-shot2022.1059.7
RePRIBackbone=ResNet-50, Shots=5-shot2022.1059.3
CyCTRBackbone=ResNet-101, Shots=1-shot2022.1058.6
NERTNetBackbone=ResNet-101, Shots=1-shot2022.1058.3
PFENetBackbone=ResNet-50, Shots=5-Shot, Params=10.8M2020.0857.9
PFENetBackbone=ResNet-50, Shots=5-shot2022.1057.9
PFENetBackbone=ResNet-101, Shots=5-Shot, Params=10.8M2020.0857.6
PFENetBackbone=ResNet-101, Shots=5-shot2022.1057.6
CWTBackbone=ResNet-101, Shots=5-shot2022.1057.2
CWTBackbone=ResNet-50, Shots=5-shot2022.1056.6
PFENetBackbone=ResNet-50, Shots=1-Shot, Params=10.8M2020.0856.3
PFENetBackbone=ResNet-50, Shots=1-shot2022.1056.3
PFENetBackbone=ResNet-101, Shots=1-Shot, Params=10.8M2020.0855.9
PFENetBackbone=ResNet-101, Shots=1-shot2022.1055.9
DCPBackbone=ResNet-50, Shots=1-shot2022.1055.7
DPCNShot=1-shot, Supervision=Box2022.0455.5
FWBFBackbone=ResNet-101, Shots=5-Shot2020.0855.3
DANBackbone=ResNet-101, Shots=5-shot2022.1054.9
CANetBackbone=ResNet-50, Shots=5-Shot, Params=19.0M2020.0853.2
PGNetBackbone=ResNet-50, Shots=5-Shot, Params=17.2M2020.0853
PFENetBackbone=VGG-16, Shots=5-Shot, Params=10.4M2020.0852.9
PFENetBackbone=VGG-16, Shots=1-Shot, Params=10.4M2020.0852.4
FWBFBackbone=ResNet-101, Shots=1-Shot2020.0852.2
CANetBackbone=ResNet-50, Shots=1-Shot, Params=19.0M2020.0851.9
DANBackbone=ResNet-101, Shots=1-shot2022.1051.6
RPMMsBackbone=ResNet-50, Shots=5-shot2022.1051
RPMMsBackbone=ResNet-50, Shots=1-shot2022.1050.7
PGNetBackbone=ResNet-50, Shots=1-Shot, Params=17.2M2020.0850.4
FWBFBackbone=VGG-16, Shots=5-Shot2020.0850.1
VICL frameworkType=Ensemble, K=162026.0148.98
CWTBackbone=ResNet-101, Shots=1-shot2022.1048.8
RePRIBackbone=ResNet-50, Shots=1-shot2022.1048.5
FWBFBackbone=VGG-16, Shots=1-Shot2020.0848.3
CWTBackbone=ResNet-50, Shots=1-shot2022.1047.2
PANetBackbone=VGG-16, Shots=5-Shot, Params=14.7M2020.0846.5
VICL frameworkType=Ensemble, K=12026.0145.74
CONDENSERType=Fusion, K=162026.0144.58
CONDENSERType=Fusion, K=12026.0141.9
PANetBackbone=VGG-16, Shots=1-Shot, Params=14.7M2020.0841.2
InMeMoType=Prompt Selection2026.0140.8
Partial2Global w/ votingType=Voting2026.0140.22
AMPBackbone=VGG-16, Shots=5-Shot, Params=34.7M2020.0839.9
SG-OneBackbone=VGG-16, Shots=5-Shot, Params=19.0M2020.0839.4
OSLSMBackbone=VGG-16, Shots=5-Shot, Params=276.7M2020.0839.1
VICL frameworkK=162026.0138.71
Prompt-SelF2026.0138.52
Prompt-Self w/ votingType=Voting2026.0138.5
SG-OneBackbone=VGG-16, Shots=1-Shot, Params=19.0M2020.0838.4
VICL frameworkK=12026.0138.02
InMeMo2026.0137.12
CONDENSERK=12026.0136.33
Partial2GlobalType=Prompt Selection2026.0136.01
CONDENSERK=162026.0135.84
AMPBackbone=VGG-16, Shots=1-Shot, Params=34.7M2020.0834.7
co-FCNBackbone=VGG-16, Shots=5-Shot, Params=34.2M2020.0833.9
OSLSMBackbone=VGG-16, Shots=1-Shot, Params=276.7M2020.0833.5
Prompt-SelfType=Prompt Selection2026.0133.37
co-FCNBackbone=VGG-16, Shots=1-Shot, Params=34.2M2020.0832.4
Task-Level PromptingType=Prompt Selection2026.0132.4
SupPRType=Single2026.0132.32
UnsupPRType=Single2026.0131.16
RandomType=Single2026.0123.55