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Camouflaged Object Detection on NC4K

0.109M Score

TR-PEFT

0.01540.03970.0640.0883Feb 2, 2026Feb 18, 2026Mar 7, 2026Mar 24, 2026Apr 10, 2026Apr 27, 2026May 14, 2026
Updated 16d ago

Evaluation Results

MethodLinks
2026.04
0.109-----68.7-51.675.1
2026.04
0.108-----70.4-51.775.5
2026.04
0.086---0.798-74.3-60.3-
2026.03
0.059---0.9120.78485.3---
2026.04
0.058---0.871-80.80.723--
2026.04
0.058---0.883-80.8-72.3-
2026.04
0.054---0.874-82.5-82.8-
2026.04
0.053---0.891-82.9-74.5-
2026.05
0.048---0.8970.80584.1---
2026.02
0.04783.7--0.8910.8----
2026.04
0.047---0.899-85.3-78.9-
2026.05
0.047---0.8910.883.7---
2026.02
0.04684.2--0.90.808----
2026.05
0.046---0.90.80884.2---
2026.02
0.04584.7--0.9010.807----
2026.05
0.045---0.9010.80784.7---
2026.02
0.04485--0.9020.81----
2026.03
0.044---0.9070.78885.1---
2026.04
0.044---0.907-85.10.788--
2026.04
0.044---0.907-84.7-78.9-
2026.04
0.044---0.902-85-81-
2026.05
0.044---0.9020.8185---
2026.03
0.043---0.9090.82485.6---
2026.04
0.043---0.896-85.30.784--
2026.04
0.043---0.909-85.60.824--
2026.04
0.043---0.908-85.2-85.2-
2026.02
0.04285.8--0.9110.825----
2026.03
0.042---0.9170.82786.3---
2026.04
0.042---0.91-86.1-80.8-
2026.05
0.042---0.9080.82485.1---
2026.04
0.041---0.928-86.6-82.1-
2026.05
0.041---0.9160.83185.8---
2026.05
0.041---0.9170.8385.9---
2026.03
0.04---0.9160.80186.2---
2026.04
0.04-----87.10.826--
2026.04
0.04---0.932-87.1-82.6-
2026.04
0.039-----87.8-82.391.5
2026.05
0.039---0.9240.83886.6---
2026.04
0.037---0.925-88.20.834--
2026.04
0.037---0.911-87.4-80.7-
2026.03
0.036---0.9260.82786.5---
2026.04
0.036-----88.3-83.392.1
2026.03
0.035---0.9150.81687.9---
2026.03
0.035---0.9310.85688---
2026.04
0.035---0.915-87.90.816--
2026.04
0.035---0.929-87.90.83--
2026.04
0.035---0.923-87.40.814--
2026.04
0.035---0.915-87.9-81.6-
2026.04
0.035---0.924-87.4-81.4-
2026.04
0.034---0.932-87.90.855--
2026.04
0.033---0.931-88.60.841--
2026.02
0.03289.1--0.9340.863----
2026.03
0.032---0.9370.84288.6---
2026.03
0.032---0.9340.84288.9---
2026.03
0.032---0.9350.86389.1---
2026.03
0.032---0.9330.84388.9---
2026.03
0.032---0.9330.84388.9---
2026.03
0.032---0.9320.84488.8---
2026.04
0.032---0.934-88.70.838--
2026.04
0.032---0.933-88.90.843--
2026.04
0.032---0.954-88.9-85.7-
2026.04
0.032-----88.9-84.493.8
2026.02
0.03188.6--0.9320.862----
2026.03
0.031---0.9370.86388.8---
2026.04
0.031-----88.40.839--
2026.04
0.031---0.931-88.70.845--
2026.04
0.031---0.936-89.50.851--
2026.04
0.031-----89---
2026.04
0.031---0.94-89.3-86.9-
2026.04
0.031---0.943-88.4-83.7-
2026.04
0.031---0.95-89.3-86.8-
2026.03
0.03---0.9410.85289.2---
2026.04
0.03---0.935-89.4-85.5-
2026.04
0.03---0.955-90.7-87.6-
2026.04
0.03-----89.5-85.394.3
2026.05
0.03---0.940.86889.2---
2026.05
0.03---0.940.86789.5---
2026.02
0.02989.8--0.9350.858----
2026.04
0.029---0.939-90.20.859--
2026.03
0.028---0.9430.86289.5---
2026.04
0.028---0.941-89.2-85.9-
2026.04
0.028---0.943-90.2-88-
2026.05
0.028---0.9420.85889.5---
2026.05
0.027---0.9480.88389.8---
2026.03
0.026---0.9490.86990.4---
2026.03
0.026---0.9490.86990.3---
2026.05
0.024---0.9580.89491.3---
2026.05
0.019---0.9690.91492.1---
2023.11
-86.184.391.9------
2023.11
-90.289.495------
2023.11
-87.485.393------