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Image Classification on ImageNet 1k (val) (Top-1 Accuracy, Robustness, and Runtime Efficiency)

77.42Top-1 Accuracy

DenseNet-201

69.453671.521873.5975.6582Jan 29, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.01
77.426,40018,6366481,461.8447.22505.4524578
2026.01
77.372,84846,5481,1861,107.8540.09596.3314698
2026.01
77.244,76810,7164391,384.8240.14311.1617311
2026.01
76.332,2405,060213677.2118.53154.0615155
2026.01
76.25,88816,1565651,236.8397.07447.1925521
2026.01
76.131,76021,252594722.9268.76305.0613353
2026.01
76.021,6643,572159517.987.68115.1915115
2026.01
74.985,50410,8524781,034.1302.92345.7433404
2026.01
74.74,2484,546108655.8122.88157.9124164
2026.01
74.43,9124,34492604.3113.23145.5325152
2026.01
74.2211,9684,7042,668858.7857.35905.3431,155
2026.01
73.3611,5843,2162,447834.2693.08739.7947945
2026.01
73.313,4087,112581219.4245.61256.7512335
2026.01
72.791,0242,312106333.158.6476.841580
2026.01
722,9253,55654448.486.31110.0629120
2026.01
71.599,9202,1441,783728528.81570.1756739
2026.01
70.373,7762,1441,193335.9311.43333.0534443
2026.01
69.82,6282,49838402.264.4885.844292
2026.01
69.761,8083,600286117.3125.53131.5311180