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Safety Classification on ToxicChat (test)

97.3Accuracy

D2-TimeAttn

Updated 8d ago

Evaluation Results

Method	Links
D2-TimeAttn 2026.05		97.3	89.9	-	-	-
TimeAttn 2026.05		97.2	88.6	-	-	-
D2-MLP 2026.05		97.2	89.7	-	-	-
D2-MLP 2026.05		97.2	89.5	-	-	-
D2-TimeAttn 2026.05		97.2	89.7	-	-	-
MLP (Mean) 2026.05		97	88	-	-	-
LSTM 2026.05		97	88.9	-	-	-
D2-TimeAttn 2026.05		97	88	-	-	-
MLP (Last Step) 2026.05		96.9	88.1	-	-	-
D2-MLP 2026.05		96.9	87.9	-	-	-
MLP (Mean) 2026.05		96.8	88	-	-	-
TimeAttn 2026.05		96.8	86.5	-	-	-
TimeAttn 2026.05		96.8	88.7	-	-	-
LSTM 2026.05		96.8	88	-	-	-
MLP (Last Step) 2026.05		96.6	86.2	-	-	-
LSTM 2026.05		96.6	86.7	-	-	-
MLP (MV) 2026.05		96.3	87.9	-	-	-
MLP (MV) 2026.05		96.3	87.8	-	-	-
MLP (Mean) 2026.05		96.2	84.5	-	-	-
D2-TimeAttn 2026.05		96.1	85.2	-	-	-
D2-MLP 2026.05		96	84.6	-	-	-
MLP (Mean) 2026.05		95.9	84.6	-	-	-
LSTM 2026.05		95.9	82	-	-	-
MLP (Last Step) 2026.05		95.8	82.8	-	-	-
TimeAttn 2026.05		95.8	80.6	-	-	-
MLP (MV) 2026.05		95.5	84	-	-	-
MLP (Last Step) 2026.05		95.3	82.6	-	-	-
MLP (MV) 2026.05		95.3	81.9	-	-	-
LP (Last Step) 2026.05		93.8	80	-	-	-
LP (Mean) 2026.05		93.8	80.5	-	-	-
LP (MV) 2026.05		93.2	79.5	-	-	-
LP (Mean) 2026.05		92.1	79	-	-	-
LP (Mean) 2026.05		91.7	78	-	-	-
LP (Mean) 2026.05		91.7	78.5	-	-	-
LP (MV) 2026.05		91.6	78.2	-	-	-
LP (MV) 2026.05		91.4	77.7	-	-	-
TPC 2025.09		91.3	57.66	44.4	82.24	7.99
LP (Last Step) 2026.05		91.1	77.2	-	-	-
LP (MV) 2026.05		90.7	76.4	-	-	-
LP (Last Step) 2026.05		90.5	76.3	-	-	-
LP (Last Step) 2026.05		89.8	74.7	-	-	-
EE-MLP 2025.09		89.42	52.97	38.95	82.79	10.07
Linear probe 2025.09		86.84	46.27	32.76	78.69	12.53