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Recall on Finance-Medical Dataset (test)

97.87Top-5 auPRC

TrackStar

Updated 1mo ago

Evaluation Results

Method
TrackStar 2026.04	97.87	95.17	97.08	94.76	94.34	93.81	91.75	92.51
Embedding Similarity 2026.04	97.72	95.71	97.64	96.19	96.62	95.58	95.37	94.77
BM25 2026.04	97.55	98.66	92.24	92.83	90.78	93.95	87.68	92.43
RISE 2026.04	97.54	98.4	95.87	97.49	89.71	94.56	85.69	93.1
TrackStar 2026.04	96.97	89.36	97.03	91.84	96.91	93.07	96.55	93.15
RISE 2026.04	96.91	96.81	95.26	95.69	90.66	93.55	86.64	91.83
RapidIn 2026.04	93.61	86.41	92.69	89.33	91.97	92.26	89.14	91.05
ZO-Inf 2026.04	28.65	45.03	20.66	46.7	13.29	48.59	12.11	47.7
TrackStar 2026.04	0.9949	0.9896	0.9916	0.9858	0.9881	0.9859	0.9839	0.9851
RISE 2026.04	0.9874	0.9876	0.9765	0.9801	0.9273	0.96	0.8769	0.9376
RISE 2026.04	0.9874	0.9871	0.978	0.9807	0.9121	0.9526	0.8557	0.9312
TrackStar 2026.04	0.9866	0.9287	0.9792	0.9292	0.9596	0.9121	0.9466	0.9149
RISE 2026.04	0.9854	0.9855	0.9687	0.9759	0.8968	0.9439	0.8376	0.9181
TrackStar 2026.04	0.9845	0.9311	0.9814	0.948	0.9866	0.9728	0.9825	0.9732
RISE 2026.04	0.9831	0.9724	0.9719	0.9654	0.9171	0.9361	0.863	0.9055
Embedding Similarity 2026.04	0.9772	0.9571	0.9764	0.9619	0.9662	0.9558	0.9537	0.9477
BM25 2026.04	0.9755	0.9866	0.9224	0.9283	0.9078	0.9395	0.8768	0.9243
RapidIn 2026.04	0.9621	0.9494	0.9576	0.9442	0.9258	0.9218	0.8891	0.8951
RapidIn 2026.04	0.9552	0.9162	0.9555	0.9353	0.9349	0.9407	0.912	0.929
RapidIn 2026.04	0.933	0.803	0.924	0.8494	0.9168	0.9121	0.8923	0.9068
RapidIn 2026.04	0.9092	0.7256	0.8942	0.7927	0.8575	0.8638	0.814	0.8571
RISE 2026.04	0.8853	0.9503	0.863	0.9443	0.764	0.9059	0.7021	0.8831
RapidIn 2026.04	0.8743	0.856	0.8431	0.8541	0.7743	0.8548	0.7227	0.8313
RISE 2026.04	0.8715	0.9471	0.8429	0.9332	0.7294	0.8984	0.6705	0.8832
TrackStar 2026.04	0.8542	0.7082	0.8407	0.7182	0.7828	0.7309	0.7338	0.7235
RapidIn 2026.04	0.7926	0.7821	0.7159	0.7437	0.5815	0.7273	0.5159	0.7232
RISE 2026.04	0.7437	0.9062	0.7198	0.8887	0.596	0.8514	0.5268	0.8258
TrackStar 2026.04	0.6164	0.4971	0.5347	0.4879	0.4129	0.4941	0.373	0.4949
TrackStar 2026.04	0.5583	0.54	0.5053	0.5252	0.4056	0.507	0.3653	0.505
RapidIn 2026.04	0.5402	0.7392	0.4564	0.6869	0.2935	0.6214	0.2384	0.5899
TrackStar 2026.04	0.4783	0.5581	0.435	0.5508	0.3544	0.5367	0.3247	0.5309
ZO-Inf 2026.04	0.3419	0.5085	0.2371	0.502	0.1372	0.5082	0.1191	0.5008
ZO-Inf 2026.04	0.3413	0.5608	0.2405	0.5464	0.1561	0.564	0.1388	0.5678
ZO-Inf 2026.04	0.3329	0.556	0.2365	0.5205	0.1572	0.5528	0.1404	0.5484
ZO-Inf 2026.04	0.3219	0.4979	0.2219	0.469	0.1445	0.4363	0.1312	0.4331
ZO-Inf 2026.04	0.3025	0.4702	0.2083	0.4935	0.1317	0.4995	0.1235	0.5117
ZO-Inf 2026.04	0.2925	0.4728	0.2028	0.4676	0.1156	0.4698	0.1043	0.4847