notesum.ai
Published at November 2Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage
cs.AI
cs.CL
Released Date: November 2, 2024
Authors: Bin Lei, Yuchen Li, Yiming Zeng, Tao Ren, Yi Luo, Tianyu Shi, Zitian Gao, Zeyu Hu, Weitai Kang, Qiuwu Chen

| Method | Name | % Resolved | Model Used | Agent Scope | Open Source |
| Agent | MarsCode Agent | - | Code IDE | \faLock | |
| Honeycomb | - | - | \faLock | ||
| Gru | - | Code IDE | \faLock | ||
| Isoform | - | Auto. Software Dev. | \faLock | ||
| SuperCoder2.0 | - | Auto. Software Dev. | \faLock | ||
| MarsCode Agent |
|
Code IDE | \faLock | ||
| Lingma Agent | - | Fix Github issue | \faLock | ||
| AutoCodeRover |
|
Fix Github issue | ✓ | ||
| Infant Agent | AI engineer | - | |||
| Q Developer Agent | - | AI engineer | \faLock | ||
| Agentless + RepoGraph |
|
Fix Github issue | ✓ | ||
| CodeR |
|
Fix Github issue | \faLock | ||
| MASAI |
|
Fix Github issue | \faLock | ||
| SIMA |
|
Fix Github issue | \faLock | ||
| Agentless |
|
Fix Github issue | ✓ | ||
| Moatless Tools |
|
Fix Github issue | ✓ | ||
| OpenDevin |
|
AI engineer | ✓ | ||
| Agent-101 |
|
AI engineer | \faLock | ||
| Aider | - | AI engineer | \faLock | ||
| HyperAgent | - | AI engineer | \faLock | ||
| Moatless Tools |
|
Fix Github issue | ✓ | ||
| IBM SWE-1.0 | - | AI engineer | \faLock | ||
| GenAgent |
|
AI engineer | \faLock | ||
| SWE-agent |
|
AI engineer | ✓ | ||
| OpenDevin |
|
AI engineer | ✓ | ||
| Navie Agent |
|
Auto. Software Dev. | ✓ | ||
| AutoSE |
|
- | \faLock | ||
| Q Developer Agent |
|
AI engineer | \faLock | ||
| AutoCodeRover |
|
Fix Github issue | \faLock | ||
| SWE-agent |
|
AI engineer | ✓ | ||
| SWE-agent |
|
AI engineer | ✓ | ||
| RAG | - |
|
- | - | |
| - |
|
- | - | ||
| - |
|
- | - | ||
| 0-shot | - |
|
- | - | |
| - |
|
- | - |