Mutation Engineering on MutaDescribe (Medium set)
52.08AccuracyESM-2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESM-2Evaluation Protocol=Fine-tuned2024.10 | 52.08 | 0.306 | |
| MutaPLM2024.10 | 48.69 | 0.3489 | |
| OntoProteinEvaluation Protocol=Zero-shot2024.10 | 36.45 | 0.2604 | |
| ESM-2Evaluation Protocol=Zero-shot2024.10 | 34.63 | 0.2291 | |
| BioMedGPTEvaluation Protocol=Fine-tuned2024.10 | 32.29 | 0.0572 | |
| GPT-4-0613Number of Shots=5-shot, Retrieval Method=kNN2024.10 | 14.29 | 0.0714 | |
| GPT-4-0613Number of Shots=1-shot2024.10 | 10.77 | 0.0692 | |
| GPT-4-0613Number of Shots=5-shot2024.10 | 9.32 | 0.0678 | |
| ProtSTBackbone=ESM-2, Evaluation Protocol=Retrieval-based2024.10 | 6.51 | — | |
| Random2024.10 | 4.94 | 0.0052 |