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Counterfactual Generation on AG News

0.915LFR

iFlip-NL

Updated 4d ago

Evaluation Results

Method	Links
iFlip-NL 2026.01		0.915	0.583	57.66
iFlip 2026.01		0.9	0.527	63.86
iFlip 2026.01		0.89	0.468	44.38
iFlip-SHAP 2026.01		0.885	0.542	57.69
iFlip-Conf 2026.01		0.88	0.575	55.55
iFlip 2026.01		0.86	0.481	46.07
iFlip 2026.01		0.858	0.477	45.78
iFlip 2026.01		0.852	0.479	46.12
iFlip 2026.01		0.852	0.475	44.2
iFlip 2026.01		0.802	0.488	42.95
iFlip 2026.01		0.784	0.503	41.41
iFlip 2026.01		0.773	0.498	50.32
iFlip 2026.01		0.768	0.5	46.61
CGG 2026.01		0.748	0.542	130.31
iFlip 2026.01		0.746	0.513	44.15
iFlip 2026.01		0.742	0.527	44.52
iFlip 2026.01		0.736	0.519	44.02
iFlip 2026.01		0.735	0.515	44.73
iFlip 2026.01		0.732	0.536	49.68
iFlip 2026.01		0.73	0.504	44.32
iFlip 2026.01		0.73	0.522	44.33
iFlip 2026.01		0.726	0.521	41.59
Causal What-Ifs 2026.01		0.656	0.442	46.18
Causal What-Ifs 2026.01		0.636	0.461	43.56
CGG 2026.01		0.526	0.694	122.4
CGG 2026.01		0.51	0.38	208.56
BAE 2026.01		0.443	0.813	246.61
Causal What-Ifs 2026.01		0.436	0.57	53.5
FIZLE 2026.01		0.416	0.707	56.59
Causal What-Ifs 2026.01		0.4	0.607	37.54
CGG 2026.01		0.364	0.697	97.1
FIZLE 2026.01		0.345	0.707	56.59
FIZLE 2026.01		0.308	0.584	77.38
BAE 2026.01		0.227	0.764	295.96
Polyjuice 2026.01		0.165	0.744	93.22
FIZLE 2026.01		0.164	0.864	61.46
Polyjuice 2026.01		0.148	0.744	93.22