Toxicity Mitigation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.04CLS Toxicity (%)
58
Apr 23, 2026
6.2Avg Toxicity (Max)
46
Feb 26, 2026
29.39ToxTET Rate
33
Feb 26, 2026
0.12CLS Toxicity (%)
32
Apr 23, 2026
1.03Generation Speed (s/item)
30
Feb 26, 2026
0.458Relevance
30
Feb 26, 2026
45.1Relevance
30
Feb 26, 2026
21.24Toxicity
24
Feb 26, 2026
0.51CLS Toxicity
20
Mar 30, 2026
10.1Full Toxicity
14
Feb 26, 2026
0.189Avg Max Toxicity
12
Apr 28, 2026
0.53CLS Tox Rate
12
Mar 4, 2026
0.122Average Max Toxicity
9
Apr 28, 2026
33.21Perplexity
6
Feb 26, 2026
27.21Perplexity
6
Feb 26, 2026
1.16RTR (Backdoor Non-toxic)
3
Apr 3, 2026
4.5RTR
3
Apr 3, 2026
56Toxicity Score
2
Feb 26, 2026
—
—Primary metric
0
Apr 3, 2026