Salient Object Detection on EORSSD 2021 (test)
94.61S-measure (S_alpha)IPDiff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| IPDiffType=Diff, Input Size=352^2, Param (M)=82.6, FLOPs (G)=70.4, Speed (fps)=42026.07 | 94.61 | 90.33 | 98.61 | 0.44 | |
| DPU-Former25Type=TO, Input Size=352^2, Param (M)=44.2, FLOPs (G)=32.5, Speed (fps)=432026.07 | 94.01 | 89.3 | 98.16 | 0.56 | |
| MIRGNet24Type=CO, Input Size=256^2, Param (M)=78.7, FLOPs (G)=136.2, Speed (fps)=462026.07 | 93.83 | 89.3 | 97.89 | 0.56 | |
| HFANet22Type=HO, Input Size=448^2, Param (M)=60.5, FLOPs (G)=68.3, Speed (fps)=262026.07 | 93.8 | 88.76 | 97.4 | 0.7 | |
| GeleNet23Type=TO, Input Size=352^2, Param (M)=25.4, FLOPs (G)=11.7, Speed (fps)=302026.07 | 93.76 | 89.23 | 98.28 | 0.64 | |
| TSCNet24Type=CO, Input Size=256^2, Param (M)=103.6, FLOPs (G)=116.8, Speed (fps)=592026.07 | 93.76 | 89 | 97.65 | 0.61 | |
| GLGCNet23Type=TO, Input Size=352^2, Param (M)=25.1, FLOPs (G)=9.8, Speed (fps)=212026.07 | 93.75 | 89.24 | 98.03 | 0.55 | |
| RAGRNet24Type=CO, Input Size=256^2, Param (M)=35.6, FLOPs (G)=17.8, Speed (fps)=312026.07 | 93.61 | 88.52 | 97.85 | 0.57 | |
| BCARNet25Type=CO, Input Size=352^2, Param (M)=24.0, FLOPs (G)=7.0, Speed (fps)=-2026.07 | 93.61 | 88.71 | 97.61 | 0.54 | |
| MRBINet25Type=CO, Input Size=256^2, Param (M)=32.4, FLOPs (G)=42.8, Speed (fps)=92026.07 | 93.51 | 88.52 | 97.66 | 0.56 | |
| TLCKDNet24Type=TO, Input Size=256^2, Param (M)=50.0, FLOPs (G)=31.7, Speed (fps)=322026.07 | 93.5 | 88.43 | 97.88 | 0.56 | |
| SFANet24Type=CO, Input Size=256^2, Param (M)=25.1, FLOPs (G)=7.7, Speed (fps)=-2026.07 | 93.49 | 88.33 | 97.69 | 0.58 | |
| MCCNet22Type=CO, Input Size=256^2, Param (M)=67.6, FLOPs (G)=112.8, Speed (fps)=952026.07 | 93.27 | 89.04 | 97.55 | 0.66 | |
| CamoDiff25Type=Diff, Input Size=384^2, Param (M)=71.7, FLOPs (G)=60.3, Speed (fps)=82026.07 | 93.14 | 88.9 | 98.01 | 1.13 | |
| ADSTNet24Type=HO, Input Size=256^2, Param (M)=62.1, FLOPs (G)=27.7, Speed (fps)=402026.07 | 93.11 | 88.04 | 97.69 | 0.65 | |
| UDCNet-R24Type=CO, Input Size=352^2, Param (M)=72.3, FLOPs (G)=101.2, Speed (fps)=432026.07 | 93.1 | 88.21 | 97.74 | 0.56 | |
| EMFINet22Type=CO, Input Size=256^2, Param (M)=107.3, FLOPs (G)=480.9, Speed (fps)=252026.07 | 92.9 | 87.2 | 97.11 | 0.84 | |
| ACCoNet23Type=CO, Input Size=256^2, Param (M)=102.5, FLOPs (G)=179.9, Speed (fps)=812026.07 | 92.9 | 88.37 | 97.27 | 0.74 | |
| CorrNet22Type=CO, Input Size=256^2, Param (M)=4.09, FLOPs (G)=21.1, Speed (fps)=1002026.07 | 92.89 | 87.78 | 96.96 | 0.83 | |
| SggNet25Type=CO, Input Size=288^2, Param (M)=2.70, FLOPs (G)=1.4, Speed (fps)=1082026.07 | 92.78 | 88.71 | 97.62 | 0.68 | |
| PRNet24Type=TO, Input Size=352^2, Param (M)=20.8, FLOPs (G)=8.5, Speed (fps)=212026.07 | 92.76 | 86.84 | 97.84 | 0.54 | |
| SAFINet24Type=CO, Input Size=288^2, Param (M)=3.12, FLOPs (G)=7.6, Speed (fps)=-2026.07 | 92.67 | 87.99 | 97.32 | 0.65 | |
| SARNet21Type=CO, Input Size=336^2, Param (M)=25.9, FLOPs (G)=129.7, Speed (fps)=472026.07 | 92.4 | 87.19 | 96.2 | 0.99 | |
| ERPNet23Type=CO, Input Size=224^2, Param (M)=56.5, FLOPs (G)=87.2, Speed (fps)=502026.07 | 92.1 | 86.32 | 96.03 | 0.89 | |
| VST21Type=TN, Input Size=224^2, Param (M)=44.1, FLOPs (G)=23.2, Speed (fps)=232026.07 | 92.08 | 87.16 | 97.43 | 0.67 | |
| SeaNet23Type=CO, Input Size=288^2, Param (M)=2.76, FLOPs (G)=1.7, Speed (fps)=962026.07 | 92.08 | 86.49 | 97.1 | 0.73 | |
| MJRBM22Type=CO, Input Size=352^2, Param (M)=43.5, FLOPs (G)=95.7, Speed (fps)=322026.07 | 91.97 | 86.56 | 96.46 | 0.99 | |
| PA-KRN21Type=CN, Input Size=600^2, Param (M)=141.1, FLOPs (G)=617.7, Speed (fps)=162026.07 | 91.92 | 86.39 | 96.16 | 1.04 | |
| ICON23Type=TN, Input Size=352^2, Param (M)=65.7, FLOPs (G)=61.8, Speed (fps)=342026.07 | 91.85 | 86.22 | 96.87 | 0.73 | |
| SOLNet25Type=CO, Input Size=256^2, Param (M)=6.52, FLOPs (G)=8.1, Speed (fps)=1612026.07 | 91.71 | 86.09 | 96.23 | 0.78 | |
| DAFNet21Type=CO, Input Size=128^2, Param (M)=29.3, FLOPs (G)=68.5, Speed (fps)=262026.07 | 91.66 | 86.14 | 98.61 | 0.6 | |
| GateNet20Type=CN, Input Size=384^2, Param (M)=100.0, FLOPs (G)=108.3, Speed (fps)=252026.07 | 91.14 | 85.66 | 96.1 | 0.95 | |
| ITSD20Type=CN, Input Size=228^2, Param (M)=17.1, FLOPs (G)=54.5, Speed (fps)=162026.07 | 90.5 | 85.23 | 95.56 | 1.06 | |
| MINet20Type=CN, Input Size=320^2, Param (M)=47.5, FLOPs (G)=146.3, Speed (fps)=122026.07 | 90.4 | 83.44 | 94.42 | 0.93 | |
| SUCA21Type=CN, Input Size=256^2, Param (M)=117.7, FLOPs (G)=56.4, Speed (fps)=242026.07 | 89.88 | 82.29 | 95.2 | 0.97 | |
| DPORTNet22Type=CN, Input Size=352^2, Param (M)=18.9, FLOPs (G)=60.4, Speed (fps)=162026.07 | 89.6 | 83.63 | 94.23 | 1.5 | |
| DNTD22Type=CN, Input Size=224^2, Param (M)=28.8, FLOPs (G)=8.1, Speed (fps)=-2026.07 | 89.57 | 81.89 | 93.78 | 1.13 | |
| GCPA20Type=CN, Input Size=320^2, Param (M)=67.1, FLOPs (G)=54.3, Speed (fps)=232026.07 | 88.69 | 83.47 | 95.24 | 1.02 | |
| HVPNet21Type=CN, Input Size=336^2, Param (M)=1.23, FLOPs (G)=1.1, Speed (fps)=262026.07 | 87.34 | 80.36 | 94.82 | 1.1 | |
| LVNet19Type=CO, Input Size=128^2, Param (M)=207.0, FLOPs (G)=-, Speed (fps)=12026.07 | 86.3 | 77.94 | 92.54 | 1.46 | |
| SAMNet21Type=CN, Input Size=336^2, Param (M)=1.33, FLOPs (G)=0.5, Speed (fps)=442026.07 | 86.22 | 78.13 | 94.21 | 1.32 | |
| EGNet19Type=CN, Input Size=380x320, Param (M)=108.0, FLOPs (G)=291.9, Speed (fps)=92026.07 | 86.01 | 78.8 | 95.7 | 1.1 | |
| EnsemDiff22Type=Diff, Input Size=224^2, Param (M)=124.0, FLOPs (G)=190.2, Speed (fps)=0.032026.07 | 85.16 | 76.9 | 90.63 | 1.73 | |
| CSNet20Type=CN, Input Size=224^2, Param (M)=0.14, FLOPs (G)=0.7, Speed (fps)=382026.07 | 83.64 | 83.41 | 95.35 | 1.69 | |
| PoolNet19Type=CN, Input Size=400x300, Param (M)=53.6, FLOPs (G)=123.4, Speed (fps)=252026.07 | 82.07 | 75.45 | 92.92 | 2.1 | |
| R3Net18Type=CN, Input Size=300^2, Param (M)=56.1, FLOPs (G)=47.5, Speed (fps)=22026.07 | 81.84 | 74.98 | 94.83 | 1.71 | |
| MedSegDiffv224Type=Diff, Input Size=256^2, Param (M)=139.7, FLOPs (G)=260.6, Speed (fps)=0.032026.07 | 74.29 | 57.39 | 79.18 | 3.42 |