Scientific Deep Learning Tasks on NASBENCH-360
72ECG ScoreExpert
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ExpertAgentic=false2025.09 | 72 | 33 | 91 | 80 | 70 | 69 | 4.6 | |
| AMBERAgentic=false2025.09 | 67 | — | — | 87 | 68 | — | — | |
| DARTSAgentic=false2025.09 | 66 | 52 | 82 | 87 | 68 | 71 | 4 | |
| TusoAIAgentic=true2025.09 | 61 | 42 | 90 | 89 | 70 | 70 | 2.8 | |
| DenseNAS originalAgentic=false2025.09 | 60 | 27 | 90 | 86 | 60 | 65 | 5.8 | |
| DenseNAS randomAgentic=false2025.09 | 58 | 29 | 92 | 86 | 60 | 65 | 5.4 | |
| GPT-5Agentic=true2025.09 | 58 | 36 | 89 | 86 | 66 | 67 | 5.8 | |
| WRN defaultAgentic=false2025.09 | 57 | 14 | 93 | 85 | 60 | 62 | 6.9 | |
| WRN ASHAAgentic=false2025.09 | 57 | 25 | 93 | 84 | 59 | 63 | 7.1 | |
| AIDEAgentic=true2025.09 | 52 | 16 | 86 | 83 | 57 | 59 | 9.8 | |
| Claude-4-SonnetAgentic=true2025.09 | 50 | 40 | 90 | 88 | 73 | 68 | 4.6 | |
| XGBoostAgentic=false2025.09 | 44 | 3 | 78 | 64 | 50 | 48 | 11.6 | |
| Perceiver IOAgentic=false2025.09 | 34 | 17 | 78 | 84 | 62 | 55 | 9.6 |