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ResearchFormerly WizWand

Saliency Detection on PASCAL Context

86.11maxF ScoreB^3-Net
64.883670.394375.90581.4157Dec 10, 2024Mar 11, 2025Jun 11, 2025Sep 11, 2025Dec 12, 2025Mar 14, 2026Jun 14, 2026
Updated 4mo ago

Evaluation results

MethodLinks
B^3-NetDecoder Type=Bridge-feature-based decoder2026.0586.11
BridgeNetDecoder Type=Bridge-feature-based decoder2026.0585.64
MTMamba++Decoder Type=Mamba-based decoder2026.0585.56
RADIO2026.0685.17
SEM2026.0684.95
TaskDiffusionDecoder Type=Diffusion-based decoder2026.0584.94
MLoREBackbone=Custom2024.1284.9
MLoREDecoder Type=Transformer-based decoder2026.0584.9
MLoRE2026.0684.9
TaskExpertParams (M)=420, FLOPs (G)=6222026.0484.87
TaskExpert2026.0684.87
TSP-TransformerDecoder Type=Transformer-based decoder2026.0584.86
TaskPrompterDecoder Type=Transformer-based decoder2026.0584.83
TaskPrompter2026.0684.83
InvPTDecoder Type=Transformer-based decoder2026.0584.81
InvPT2026.0684.81
MTI-NetDecoder Type=CNN-based decoder2026.0584.78
MTI-NetParams (M)=851, FLOPs (G)=7742026.0484.75
MTI-Net2026.0684.75
InvPT++Params (M)=421, FLOPs (G)=6672026.0484.74
InvPT++Decoder Type=Transformer-based decoder2026.0584.74
ATRCDecoder Type=CNN-based decoder2026.0584.7
SAK2026.0684.65
MTLSI-NetParams (M)=234, FLOPs (G)=7722026.0484.52
MTMambaDecoder Type=Mamba-based decoder2026.0584.14
MTMamba2026.0684.14
TIGER-BBackbone=ViT-B2026.0683.97
ATRC-ASPPDecoder Type=CNN-based decoder2026.0583.91
TIGER-LBackbone=ViT-L2026.0683.8
MQTransformer2026.0483.58
MQTransformerDecoder Type=Transformer-based decoder2026.0583.58
MQTransformer2026.0683.58
ATRC-BMTASDecoder Type=CNN-based decoder2026.0582.29
UNICBackbone=ViT-B/162024.1281.84
UNIC-BParams=86M2024.1281.84
RADIOv2.5Backbone=ViT-L/162024.1281.65
RADIOv2.5-LParams=320M2024.1281.65
RADIOv2.5Backbone=ViT-B/162024.1281.26
RADIOv2.5-BParams=98M2024.1281.26
ATRCParams (M)=340, FLOPs (G)=8712026.0481.2
ATRC2026.0681.2
RADIOv2.5Backbone=ViT-H/162024.1281.19
RADIOv2.5-HParams=653M2024.1281.19
TheiaBackbone=ViT-B/162024.1280.63
TheiaParams=86M2024.1280.63
DiffusionMTL2026.0680.44
RADIOv2.5-gParams=1.1B2024.1280.08
SAM-ViT-BBackbone=ViT-B2026.0679.85
OWLv2-ViT-LBackbone=ViT-L2026.0679.27
UNICBackbone=ViT-L/142024.1279.21
UNIC-LParams=307M2024.1279.21
PAD-NetParams (M)=330, FLOPs (G)=7732026.0479.21
PAD-Net2026.0679.21
UNITParams=632M2024.1278.7
UNITParams=1B2024.1278.51
AM-RADIOBackbone=ViT-H/162024.1278.48
RADIOv2.1-HParams=653M2024.1278.48
DINOv2Backbone=ViT-B/162024.1277.54
DINOv2Backbone=ViT-L/142024.1277.22
CLIP-ViT-LBackbone=ViT-L2026.0677.17
DINOv2Backbone=ViT-g/142024.1276.93
DINOv2-ViT-LBackbone=ViT-L2026.0676.63
PAD-NetDecoder Type=CNN-based decoder2026.0565.8
ASTMTDecoder Type=CNN-based decoder2026.0565.7