modeling_zhaocui/final/output/q3/first_round/q3_method_comparison.csv

1	variant	backbone	explanation_method	validation_accuracy	validation_macro_f1	validation_mae	validation_rmse	validation_pearson	attachment4_cases	comprehensiveness_delete_10pct_mean	comprehensiveness_delete_30pct_mean	sufficiency_abs_gap_retain_10pct_mean	sufficiency_abs_gap_retain_30pct_mean	deletion_auc_0_70_mean_logit_drop	scale_stability_mean_spearman	router_shapley_mean_spearman	router_shapley_top1_agreement_rate
2	E0_EarlyConcat	EarlyConcat + BiGRU	exact Shapley + multiscale occlusion	0.6236263736263736	0.5779072819396367	0.6614117622375488	0.8730906021125315	0.6092112225440192	20	0.4599139286205173	1.1217660129070282	0.5246159449219704	0.25422920733690263	0.9156549779565207	0.9047463374768046
3	E1_MoFE_Router	MoFE-7 + MLP Router	router weights, tested by counterfactual deletion	0.614010989010989	0.5661110562085216	0.6426214575767517	0.8499163895044349	0.6013617546095743	20	0.21003895588219165	0.8701988908462226	0.49544571414589883	0.24998579360544682	0.7925371142836022		0.725	0.85
4	E2_MoFE_Shapley	MoFE-7 + MLP Router	exact Shapley + multiscale occlusion	0.614010989010989	0.5661110562085216	0.6426214575767517	0.8499163895044349	0.6013617546095743	20	0.3515274651348591	0.9817972692660988	0.41155125787481667	0.19497831985354425	0.8371464796829968	0.8822506774459532	0.725	0.85