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3D Point Cloud Classification on ModelNet40 (test) - Adversarial Robustness Suite

91.98Clean Accuracy

PointNet++

87.216888.453489.6990.9266May 8, 2026
Updated 23d ago

Evaluation Results

MethodLinks
2026.05
91.9890.3288.4919.4978.4429.5422.5711.8751.749.05
2026.05
91.5789.8385.742.6384.6857.5445.350.8971.0765.95
2026.05
91.4590.3685.2932.7883.9547.8910.2136.9565.3656.6
2026.05
91.4189.2255.277.580.8823.1825.6939.2243.9645.62
2026.05
91.4188.0186.1850.281.3259.3643.6447.1669.4965.67
2026.05
91.2589.3884.3611.5573.4618.1916.499.2838.0142.59
2026.05
91.2189.4787.669.4585.9873.3442.346678.4874.08
2026.05
90.9688.6588.4955.8382.2560.6684.4450.8969.4572.58
2026.05
90.6889.190.6878.487.280.1575.5776.7483.7182.69
2026.05
90.6490.8888.8675.6186.9979.172.2366.4981.5271.47
2026.05
90.5689.8389.4259.4479.8265.2481.4453.9774.5574.21
2026.05
90.5289.8389.353.9774.1158.0683.9139.9968.5669.72
2026.05
90.3289.385.0163.984.7269.450.4160.7876.1366.21
2026.05
90.1589.187.6861.7981.0864.4256.0847.5371.3969.88
2026.05
90.0789.9589.9581.4886.8382.3342.6377.5184.3279.38
2026.05
90.0786.5589.9170.0281.2471.0790.1958.3977.5978.12
2026.05
89.9587.8880.0211.3562.8414.4211.592.3532.7437.9
2026.05
89.9187.3285.0142.9170.7945.6681.3243.7651.363.51
2026.05
89.9188.1787.5245.4672.2951.1879.1336.9163.2965.49
2026.05
89.8387.7682.9432.8270.9537.1636.6323.153.3653.09
2026.05
89.6788.8669.1210.7877.1124.356.2821.645.142.9
2026.05
89.5986.6389.1475.4582.4177.4379.4260.9480.5178.99
2026.05
89.388.2988.4976.2283.4378.0443.1574.1581.1676.62
2026.05
89.0688.2183.1421.5670.3824.6816.297.541.9444.21
2026.05
89.0687.1687.459.9777.8462.5670.145.367.7569.76
2026.05
88.9487.6485.6651.0176.354.5478.8151.0560.2968.16
2026.05
88.784.2884.9749.1175.0857.0970.4255.756667.84
2026.05
88.5384.4887.9365.8880.5171.1183.3163.8675.8576.62
2026.05
88.4181.3287.4469.5377.4770.574.7660.9874.7674.59
2026.05
87.486.2285.1345.426951.4674.3941.8663.4564.62