Recall on Finance-Medical Dataset (test)

97.87Top-5 auPRCTrackStar

Evaluation results

Method
TrackStar2026.04	97.87	95.17	97.08	94.76	94.34	93.81	91.75	92.51
Embedding Similarity2026.04	97.72	95.71	97.64	96.19	96.62	95.58	95.37	94.77
BM252026.04	97.55	98.66	92.24	92.83	90.78	93.95	87.68	92.43
RISE2026.04	97.54	98.4	95.87	97.49	89.71	94.56	85.69	93.1
TrackStar2026.04	96.97	89.36	97.03	91.84	96.91	93.07	96.55	93.15
RISE2026.04	96.91	96.81	95.26	95.69	90.66	93.55	86.64	91.83
RapidIn2026.04	93.61	86.41	92.69	89.33	91.97	92.26	89.14	91.05
ZO-Inf2026.04	28.65	45.03	20.66	46.7	13.29	48.59	12.11	47.7
TrackStar2026.04	0.9949	0.9896	0.9916	0.9858	0.9881	0.9859	0.9839	0.9851
RISE2026.04	0.9874	0.9876	0.9765	0.9801	0.9273	0.96	0.8769	0.9376
RISE2026.04	0.9874	0.9871	0.978	0.9807	0.9121	0.9526	0.8557	0.9312
TrackStar2026.04	0.9866	0.9287	0.9792	0.9292	0.9596	0.9121	0.9466	0.9149
RISE2026.04	0.9854	0.9855	0.9687	0.9759	0.8968	0.9439	0.8376	0.9181
TrackStar2026.04	0.9845	0.9311	0.9814	0.948	0.9866	0.9728	0.9825	0.9732
RISE2026.04	0.9831	0.9724	0.9719	0.9654	0.9171	0.9361	0.863	0.9055
Embedding Similarity2026.04	0.9772	0.9571	0.9764	0.9619	0.9662	0.9558	0.9537	0.9477
BM252026.04	0.9755	0.9866	0.9224	0.9283	0.9078	0.9395	0.8768	0.9243
RapidIn2026.04	0.9621	0.9494	0.9576	0.9442	0.9258	0.9218	0.8891	0.8951
RapidIn2026.04	0.9552	0.9162	0.9555	0.9353	0.9349	0.9407	0.912	0.929
RapidIn2026.04	0.933	0.803	0.924	0.8494	0.9168	0.9121	0.8923	0.9068
RapidIn2026.04	0.9092	0.7256	0.8942	0.7927	0.8575	0.8638	0.814	0.8571
RISE2026.04	0.8853	0.9503	0.863	0.9443	0.764	0.9059	0.7021	0.8831
RapidIn2026.04	0.8743	0.856	0.8431	0.8541	0.7743	0.8548	0.7227	0.8313
RISE2026.04	0.8715	0.9471	0.8429	0.9332	0.7294	0.8984	0.6705	0.8832
TrackStar2026.04	0.8542	0.7082	0.8407	0.7182	0.7828	0.7309	0.7338	0.7235
RapidIn2026.04	0.7926	0.7821	0.7159	0.7437	0.5815	0.7273	0.5159	0.7232
RISE2026.04	0.7437	0.9062	0.7198	0.8887	0.596	0.8514	0.5268	0.8258
TrackStar2026.04	0.6164	0.4971	0.5347	0.4879	0.4129	0.4941	0.373	0.4949
TrackStar2026.04	0.5583	0.54	0.5053	0.5252	0.4056	0.507	0.3653	0.505
RapidIn2026.04	0.5402	0.7392	0.4564	0.6869	0.2935	0.6214	0.2384	0.5899
TrackStar2026.04	0.4783	0.5581	0.435	0.5508	0.3544	0.5367	0.3247	0.5309
ZO-Inf2026.04	0.3419	0.5085	0.2371	0.502	0.1372	0.5082	0.1191	0.5008
ZO-Inf2026.04	0.3413	0.5608	0.2405	0.5464	0.1561	0.564	0.1388	0.5678
ZO-Inf2026.04	0.3329	0.556	0.2365	0.5205	0.1572	0.5528	0.1404	0.5484
ZO-Inf2026.04	0.3219	0.4979	0.2219	0.469	0.1445	0.4363	0.1312	0.4331
ZO-Inf2026.04	0.3025	0.4702	0.2083	0.4935	0.1317	0.4995	0.1235	0.5117
ZO-Inf2026.04	0.2925	0.4728	0.2028	0.4676	0.1156	0.4698	0.1043	0.4847