Trustworthiness Evaluation on Trust-Memevo Tool-use Domain
81.8No-MemoryTAME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TAMELLM Backbone=GPT-5.22026.02 | 81.8 | 0.727 | |
| TAMELLM Backbone=Qwen3-32B2026.02 | 78.5 | 0.754 | |
| Reasoningbank+GuardLLM Backbone=GPT-5.22026.02 | 78.5 | 0.741 | |
| No-MemoryLLM Backbone=GPT-5.22026.02 | 77.8 | — | |
| Reasoningbank+promptLLM Backbone=GPT-5.22026.02 | 76.8 | 0.67 | |
| ReasoningbankLLM Backbone=GPT-5.22026.02 | 73.3 | 0.583 | |
| DCLLM Backbone=GPT-5.22026.02 | 71.1 | 0.607 | |
| ReasoningbankLLM Backbone=Qwen3-32B2026.02 | 67.3 | 0.575 | |
| Reasoningbank+promptLLM Backbone=Qwen3-32B2026.02 | 67.3 | 0.602 | |
| MementoLLM Backbone=GPT-5.22026.02 | 67.2 | 0.547 | |
| Reasoningbank+GuardLLM Backbone=Qwen3-32B2026.02 | 66.6 | 0.671 | |
| DCLLM Backbone=Qwen3-32B2026.02 | 64.5 | 0.503 | |
| No-MemoryLLM Backbone=Qwen3-32B2026.02 | 64.2 | — | |
| MementoLLM Backbone=Qwen3-32B2026.02 | 55.8 | 0.547 |