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Lane Detection on TuSimple (test) (Robustness Evaluation)

96.87Accuracy (Benign)

BadNets

Updated 4mo ago

Evaluation Results

Method	Links
BadNets 2025.08		96.87	95.46	50.34	-	52.98	51.66
Blended 2025.08		96.87	95.1	56.27	-	59.12	57.7
LD-Attack 2025.08		96.87	96.35	53.24	-	66.32	59.78
BadLANE 2025.08		96.87	96.29	59.17	-	67.48	63.33
DBALD 2025.08		96.87	96.61	89.24	-	72.07	80.66
BadNets 2025.08		96.81	95.53	45.62	-	75.63	60.63
Blended 2025.08		96.81	96.27	46.31	-	72.47	59.39
LD-Attack 2025.08		96.81	96.21	88.17	-	90.27	89.22
BadLANE 2025.08		96.81	96.18	89.25	-	89.76	89.51
DBALD 2025.08		96.81	95.72	90.04	-	91.63	90.84
BadNets 2025.08		96.81	96.63	64.78	-	73.46	69.12
Blended 2025.08		96.81	96.65	68.11	-	57.28	62.7
LD-Attack 2025.08		96.81	96.67	92.53	-	92.04	92.29
BadLANE 2025.08		96.81	96.42	92.47	-	91.19	91.83
DBALD 2025.08		96.81	96.67	96.57	-	94.28	95.43
BadNets 2025.08		93.78	91.56	64.72	-	62.79	63.76
Blended 2025.08		93.78	91.37	58.3	-	64.13	61.22
LD-Attack 2025.08		93.78	92.23	94.08	-	91.43	92.76
BadLane 2025.08		93.78	90.89	92.19	-	88.57	90.38
DBALD 2025.08		93.78	92.28	95.78	-	91.29	93.54