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100ScoreVanilla
Evaluation Results
| Method | Links | |
|---|---|---|
| VanillaLLM Backbone=GPT-4o2026.01 | 100 | |
| MemoryBankLLM Backbone=GPT-4o2026.01 | 100 | |
| Voyager +GLOVELLM=Grok-3, Augmentation=GLOVE2026.01 | 100 | |
| MemoryBank + GLOVELLM Backbone=GPT-4o, Base Agent=MemoryBank2026.01 | 98.8 | |
| VoyagerLLM Backbone=GPT-4o2026.01 | 98.8 | |
| Voyager + GLOVELLM Backbone=GPT-4o, Base Agent=Voyager2026.01 | 98.8 | |
| Generative AgentLLM Backbone=GPT-4o2026.01 | 98.8 | |
| Generative Agent + GLOVELLM Backbone=GPT-4o, Base Agent=Generative Agent2026.01 | 98.8 | |
| VoyagerLLM=Grok-32026.01 | 98.8 | |
| Vanilla + GLOVELLM Backbone=GPT-4o, Base Agent=Vanilla2026.01 | 97.5 | |
| Vanilla +GLOVELLM=Grok-3, Augmentation=GLOVE2026.01 | 97.5 | |
| MemoryBankLLM=Grok-32026.01 | 97.5 | |
| VanillaLLM=Grok-32026.01 | 96.2 | |
| Generative Agent +GLOVELLM=Grok-3, Augmentation=GLOVE2026.01 | 93.8 | |
| Generative AgentLLM=Grok-32026.01 | 92.5 | |
| MemoryBank +GLOVELLM=Grok-3, Augmentation=GLOVE2026.01 | 88.8 | |
| No Memory (Plain)LLM Backbone=GPT-4o2026.01 | 82.5 | |
| No Memory (Plain)LLM=Grok-32026.01 | 76.2 |