dna
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Backdoor attack | DNA | ASRw82.59 | 30 | |
| Backdoor Attack | DNA (Do-Not-Answer) | ASR (w/ Trigger)87.59 | 18 | |
| Boolean Matrix Factorization | dna | Running Time (ms)25 | 18 | |
| Model-Based Optimization | DNA k562 | Expected Top-1% Score3.15 | 16 | |
| Subcellular structure prediction | DNA (test) | MSE0.4852 | 9 | |
| Density Estimation | DNA (test) | Avg Log-Likelihood (nats)-82.31 | 9 | |
| Tabular Classification | dna (test) | Accuracy91.2 | 9 | |
| Safety Evaluation | DNA | Safety Score95.9 | 7 | |
| Runtime Evaluation | dna | Runtime (s)0.189 | 5 | |
| Runtime Efficiency | dna 25% query size | Runtime (s)0.172 | 5 | |
| MAP Inference | dna 50% query size | Runtime (s)0.174 | 5 | |
| Density Estimation | DNA Twenty Datasets (test) | Log-Likelihood-97.23 | 4 | |
| Classification | DNA | Misclassification Count353 | 3 | |
| Density Estimation | dna discrete (test) | Log-Likelihood-79.05 | 3 |
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