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Text Classification on SUBJ

93.36CA (%)

ICL

Updated 12d ago

Evaluation Results

Method
ICL 2026.05	93.36	-	-	-
LTV 2026.05	90	-	-	-
ICL 2026.05	89.68	-	-	-
ICL 2026.05	85.96	-	-	-
ICL 2026.05	82.28	-	-	-
TATRA 2026.02	82.18	-	-	-
PIAST (E) 2026.02	80.98	-	-	-
LTV 2026.05	80.68	-	-	-
LTV 2026.05	78.76	-	-	-
BC 2025.05	77.03	-	-	-
PRL 2026.02	76.9	-	-	-
PRL 2025.05	76.9	-	-	-
PromptAgent 2025.05	76.83	-	-	-
Task Vector 2026.05	76	-	-	-
PIAST 2026.02	75.93	-	-	-
State Vector 2026.05	75.56	-	-	-
GA 2026.02	74.93	-	-	-
GA 2025.05	74.93	-	-	-
APE 2026.02	73.92	-	-	-
GRACE 2026.02	73.92	-	-	-
APE 2025.05	73.92	-	-	-
GRACE 2025.05	73.92	-	-	-
DE 2026.02	73.08	-	-	-
DE 2025.05	73.08	-	-	-
PromptWizard 2025.05	73.05	-	-	-
SC 2025.05	72.5	-	-	-
State Vector 2026.05	70.12	-	-	-
APO 2026.02	69.8	-	-	-
APO 2025.05	69.8	-	-	-
NI 2026.02	68.1	-	-	-
NI 2025.05	68.1	-	-	-
SC 2025.05	67.5	-	-	-
Function Vector 2026.05	67.2	-	-	-
LTV 2026.05	67.16	-	-	-
PRL 2025.05	66.98	-	-	-
Zero-shot 2026.05	66.4	-	-	-
BC 2025.05	65.78	-	-	-
GPS-SR-0.1 2026.02	65.1	-	-	-
GPS-J 2026.02	64.2	-	-	-
SC 2025.05	63.05	-	-	-
State Vector 2026.05	62.52	-	-	-
I2CL 2026.05	62.28	-	-	-
Task Vector 2026.05	61.12	-	-	-
I2CL 2026.05	59.76	-	-	-
Function Vector 2026.05	59.52	-	-	-
Zero-shot 2026.05	59.2	-	-	-
Function Vector 2026.05	58.32	-	-	-
MI 2026.02	57.95	-	-	-
MI 2025.05	57.95	-	-	-
Task Vector 2026.05	54.96	-	-	-
Base LLM 2025.05	54.84	-	-	-
ICL 2026.05	54.48	-	-	-
Zero-shot 2026.05	51.6	-	-	-
I2CL 2026.05	51.16	-	-	-
LTV 2026.05	50.32	-	-	-
State Vector 2026.05	50.2	-	-	-
Function Vector 2026.05	50.04	-	-	-
Function Vector 2026.05	50	-	-	-
I2CL 2026.05	50	-	-	-
Zero-shot 2026.05	49.8	-	-	-
Task Vector 2026.05	49.72	-	-	-
State Vector 2026.05	49.4	-	-	-
Zero-shot 2026.05	48.8	-	-	-
Base LLM 2025.05	48.75	-	-	-
BC 2025.05	48.75	-	-	-
Task Vector 2026.05	48.72	-	-	-
DC 2025.05	47.66	-	-	-
CC 2025.05	46.64	-	-	-
Base LLM 2025.05	46.09	-	-	-
CC 2025.05	46.09	-	-	-
DC 2025.05	46.09	-	-	-
CC 2025.05	46.09	-	-	-
DC 2025.05	46.09	-	-	-
I2CL 2026.05	42.72	-	-	-
STRIP 2023.09	0.967	0.999	0.0475	0.991
ONION 2023.09	0.967	0.999	0.0525	0.041
RAP 2023.09	0.967	0.999	0.047	0.3325
MDP 2023.09	0.967	0.999	0.049	0.103
STRIP 2023.09	0.9615	0.991	0.0455	0.987
ONION 2023.09	0.9615	0.991	0.0465	0.074
RAP 2023.09	0.9615	0.991	0.01	0.186
MDP 2023.09	0.9615	0.991	0.054	0.109
STRIP 2023.09	0.9605	0.942	0.051	0.6885
ONION 2023.09	0.9605	0.942	0.035	0.166
RAP 2023.09	0.9605	0.942	0.124	0.4365
MDP 2023.09	0.9605	0.942	0.053	0.079
STRIP 2023.09	0.959	0.97	0.025	0.855
ONION 2023.09	0.959	0.97	0.043	0.342
RAP 2023.09	0.959	0.97	0.073	0.682
MDP 2023.09	0.959	0.97	0.0485	0.09
STRIP 2023.09	0.949	0.996	0.0515	0.755
ONION 2023.09	0.949	0.996	0.049	0.613
RAP 2023.09	0.949	0.996	0.001	0.291
MDP 2023.09	0.949	0.996	0.0535	0.041