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ResearchFormerly WizWand

Planning on PDDL

100Progress RateGCD
5.224829.829954.43579.0401Oct 2, 2025Oct 17, 2025Nov 2, 2025Nov 18, 2025Dec 4, 2025Dec 20, 2025Jan 5, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GCDModel=Llama-8B2025.10100—10
MCMCModel=Llama-8B2025.10100—0.70
AWRSModel=Llama-8B2025.10100—10.1
GCDModel=Qwen-7B2025.10100—21
MCMCModel=Qwen-7B2025.10100—2.61.7
AWRSModel=Qwen-7B2025.10100—1.40.4
GCDModel=Qwen-14B2025.10100—2.11
MCMCModel=Qwen-14B2025.10100—2.91.7
AWRSModel=Qwen-14B2025.10100—2.51.3
CARSModel=Qwen-14B2025.1070—6.92.7
CARSModel=Qwen-7B2025.1066—6.32.5
CARSModel=Llama-8B2025.1061—2.70.5
ARSModel=Qwen-14B2025.1055—6.11.4
ARSModel=Qwen-7B2025.1054—4.30.9
RSFTModel=Qwen-14B2025.1053—6.72.3
RSFTModel=Qwen-7B2025.1051—6.41.9
RSModel=Qwen-14B2025.1041—5.81.9
RSModel=Qwen-7B2025.1038—41.2
RSFTModel=Llama-8B2025.1036—30.5
AgeMemLLM Backbone=Qwen3-4B-Instruct2026.0135.0754.31——
A-MemLLM Backbone=Qwen3-4B-Instruct2026.0134.4145.74——
Mem0LLM Backbone=Qwen3-4B-Instruct2026.0131.7244.7——
No-MemoryLLM Backbone=Qwen3-4B-Instruct2026.0130.1443.97——
Mem0gLLM Backbone=Qwen3-4B-Instruct2026.0129.6141.95——
LangMemLLM Backbone=Qwen3-4B-Instruct2026.0128.4243.25——
AgeMem-noRLLLM Backbone=Qwen3-4B-Instruct2026.0127.5245.59——
A-MemLLM Backbone=Qwen2.5-7B-Instruct2026.0118.3936.78——
AgeMemLLM Backbone=Qwen2.5-7B-Instruct2026.0117.3141.96——
LangMemLLM Backbone=Qwen2.5-7B-Instruct2026.0115.8534.23——
Mem0gLLM Backbone=Qwen2.5-7B-Instruct2026.0114.8636.31——
Mem0LLM Backbone=Qwen2.5-7B-Instruct2026.0113.9637.14——
No-MemoryLLM Backbone=Qwen2.5-7B-Instruct2026.0110.1528.05——
AgeMem-noRLLLM Backbone=Qwen2.5-7B-Instruct2026.018.8733.43——
ARSModel=Llama-8B2025.10——0.70
RSModel=Llama-8B2025.10——0.20