Image Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
505Targeted Communication Cost
2
Feb 26, 2026
40.66Top-1 Accuracy
2
Feb 26, 2026
65.9S_{.5}
2
Feb 26, 2026
82.2Accuracy
2
Feb 26, 2026
80.41Accuracy
2
Feb 26, 2026
82.65Accuracy
2
Feb 26, 2026
87.28Accuracy
2
Feb 26, 2026
98.4Accuracy
2
Feb 26, 2026
64.7Top-1 Accuracy
2
Feb 26, 2026
38.2Top-1 Accuracy
2
Feb 26, 2026
83.07Accuracy
2
Feb 26, 2026
17.13Error Rate
2
Feb 26, 2026
12.2mFR
2
Feb 27, 2026
94.2Task 1 Accuracy
2
Feb 26, 2026
0Search Cost (GPU hrs)
2
Feb 26, 2026
4.6Top-1 Acc Gain
2
Feb 26, 2026
98.1Accuracy (Test)
2
Feb 26, 2026
91.5Test Accuracy
2
Feb 26, 2026
82.7Accuracy (Test)
2
Feb 26, 2026
93.02Overall Accuracy
2
Feb 26, 2026
36Test Error (%)
2
Feb 26, 2026
45.9Conditional Test Acc
2
Feb 26, 2026
2.7Error Rate
2
Feb 26, 2026
0.54Error Rate
2
Feb 26, 2026
6.5Error Rate
2
Feb 26, 2026