dna
Benchmarks
TaskDatasetSOTA resultTrendResults
Noisy-DNA
0.162Levenshtein Distance
81
DNA
82.59ASRw
30
DNA (Do-Not-Answer)
87.59ASR (w/ Trigger)
18
dna
25Running Time (ms)
18
DNA
15.01Classification Error
16
DNA
1.59Kernel Approximation Error (%)
16
DNA k562
3.15Expected Top-1% Score
16
DNA (test)
100Tie Rate
14
DNA
70.1Win Rate
14
DNA 10-shot
83.59Accuracy
13
DNA OpenML-CC18 (test)
66.79Accuracy
13
DNA Randomly-perturbed (test)
-83.42Log-Likelihood
9
DNA Adversarially-perturbed Ta (test)
-85.12Log-likelihood
9
DNA (test)
0.485MSE
9
DNA (test)
-82.31Avg Log-Likelihood (nats)
9
dna (test)
91.2Accuracy
9
DNA Original T (test)
-79.97Log-likelihood
7
DNA
95.9Safety Score
7
DNA
88.5Pass@95
6
DNA
70.5Pass@95
5
dna
0.189Runtime (s)
5
dna 25% query size
0.172Runtime (s)
5
dna 50% query size
0.174Runtime (s)
5
DNA Twenty Datasets (test)
-97.23Log-Likelihood
4
DNA Biological (libsvm + TCGA/Kaggle) (1700 × 180)
15.9Mean Wall-Clock Time (ms)
3