Agent Behavior Adaptation on AlfWorld (AW) (test)
1,040Loop RatioMistral-7B-Instruct
Evaluation results
| Method | Links | |
|---|---|---|
| Mistral-7B-InstructModel Type=Non-thinking Model2026.02 | 1,040 | |
| gpt-oss-120bModel Type=Thinking Model2026.02 | 950 | |
| Qwen3-4B-ThinkingModel Type=Thinking Model2026.02 | 440 | |
| Ministral-3-14B-InstructModel Type=Non-thinking Model2026.02 | 270 | |
| Phi-4-reasoningModel Type=Thinking Model2026.02 | 140 | |
| Qwen3-30B-A3B-ThinkingModel Type=Thinking Model2026.02 | 130 | |
| Llama-3.1-8B-InstructModel Type=Non-thinking Model2026.02 | 90 | |
| Glm-4-9B-ChatModel Type=Non-thinking Model2026.02 | 80 | |
| Qwen3-30B-A3B-InstructModel Type=Non-thinking Model2026.02 | 50 | |
| Qwen3-4B-InstructModel Type=Non-thinking Model2026.02 | 30 | |
| Gemini 2.5 FlashModel Type=Non-thinking Model2026.02 | 30 | |
| Phi-4Model Type=Non-thinking Model2026.02 | 20 | |
| Llama-3.3-70B-InstructModel Type=Non-thinking Model2026.02 | 0 | |
| Glm-4-32B-0414Model Type=Non-thinking Model2026.02 | 0 | |
| DeepSeek-V3.2Model Type=Non-thinking Model2026.02 | 0 | |
| DeepSeek-R1Model Type=Thinking Model2026.02 | 0 | |
| Gemini 2.5 ProModel Type=Thinking Model2026.02 | 0 |