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ResearchFormerly WizWand

Autonomous Driving Reasoning on DriveLM-ADvLM

49.89Final ScoreRaw
29.339634.674840.0145.3452Nov 27, 2024
Updated 6mo ago

Evaluation results

MethodLinks
RawModel=GPT-4V2024.1149.89
RawModel=LLaVA2024.1148.77
RawModel=MiniGPT-42024.1146.23
RawModel=MMGPT2024.1145.58
FGSMModel=GPT-4V2024.1144.63
FGSMModel=MMGPT2024.1143.83
FGSMModel=LLaVA2024.1142.18
PGDModel=MMGPT2024.1141.28
FGSMModel=MiniGPT-42024.1141.12
PGDModel=GPT-4V2024.1139.54
AnyAttackModel=MMGPT2024.1139.02
AttackVLMModel=MMGPT2024.1138.21
PGDModel=LLaVA2024.1137.82
ADvLMModel=MMGPT2024.1137.43
AttackVLMModel=GPT-4V2024.1136.92
PGDModel=MiniGPT-42024.1135.47
ADvLMModel=GPT-4V2024.1135.13
AnyAttackModel=GPT-4V2024.1134.83
AttackVLMModel=LLaVA2024.1133.57
AnyAttackModel=MiniGPT-42024.1131.93
AnyAttackModel=LLaVA2024.1131.23
ADvLMModel=LLaVA2024.1130.83
ADvLMModel=MiniGPT-42024.1130.52
AttackVLMModel=MiniGPT-42024.1130.13