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Robot Task Planning on REI-Bench Explicit REs
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0.168
Object Omission Rate
LLaMA3.1-8B + TOCC
0.16564
0.18157
0.1975
0.21343
May 16, 2025
Object Omission Rate
Execution Error Rate
Overall Error Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Object Omission Rate
Execution Error Rate
Overall Error Rate
LLaMA3.1-8B + TOCC
Base Model=LLaMA3.1-8B...
2025.05
0.168
0.242
0.41
LLaMA3.1-8B - Context
Base Model=LLaMA3.1-8B...
2025.05
0.172
0.251
0.423
LLaMA3.1-8B + CoT
Base Model=LLaMA3.1-8B...
2025.05
0.225
0.302
0.527
LLaMA3.1-8B
Base Model=LLaMA3.1-8B...
2025.05
0.226
0.305
0.531
LLaMA3.1-8B + AP
Base Model=LLaMA3.1-8B...
2025.05
0.227
0.305
0.532
LLaMA3.1-8B + ICL
Base Model=LLaMA3.1-8B...
2025.05
0.227
0.381
0.608
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