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Code Localization on SWE-bench Verified (test)

86.38File Precision

FuseSearch*

Updated 4d ago

Evaluation Results

Method	Links
FuseSearch* 2026.01		86.38	62.44	72.48	66.3	47.45	55.31	23.9	90.3	270
FuseSearch (train) 2026.01		83.59	85.75	84.65	59.91	53.33	56.43	4.78	5.43	30.9
FuseSearch (train) 2026.01		83.12	82.9	83.01	66.58	52.35	58.62	5.77	10.6	43.2
FuseSearch* 2026.01		77.33	79.53	78.42	51.87	49.02	50.4	15	71.3	216
FuseSearch 2026.01		75.11	89.31	81.6	51	54.9	52.88	7.92	43.6	62.1
FuseSearch 2026.01		73.54	94.5	82.71	48.58	70.61	57.56	6.24	36.2	110
FuseSearch (base) 2026.01		70.41	79.53	74.7	53.27	46.27	45.65	7.5	14.9	80.1
FuseSearch (base) 2026.01		64.75	64.25	64.5	43.95	34.9	38.91	4.24	6.12	47.9
LocAgent 2026.01		61.57	87.56	72.3	41.29	65.49	50.64	17.3	318	567
LocAgent 2026.01		55.39	95.85	70.21	33.1	73.33	45.61	14.9	261	447
LocAgent 2026.01		45.16	62.95	52.59	29.96	32.75	31.32	11.4	112	136
RepoSearcher 2026.01		40.25	50.78	44.9	20.07	34.71	25.43	16.7	92.4	113
LocAgent 2026.01		39.1	56.22	46.12	27.37	31.18	26.97	6.09	109	135
Agentless 2026.01		38.82	91.71	54.55	21.48	61.37	31.83	2	7.32	10.6
Agentless 2026.01		34.53	92.23	50.25	28.22	56.27	37.59	2	11.8	8.33
RepoSearcher 2026.01		31.99	47.15	38.12	16.92	30.39	21.74	14.8	85.3	99.2
Agentless 2026.01		28.11	76.68	41.14	11.62	34.12	17.33	2	4.24	8.33
Agentless 2026.01		24.22	87.56	38.19	15.34	55.1	24	2	8.04	32
CoSIL 2026.01		21.33	95.6	34.88	23.04	70.2	34.69	6.8	58.8	94
CoSIL 2026.01		21.22	96.11	34.77	18.4	66.86	28.86	11.1	49.2	66.8
CoSIL 2026.01		21.21	94.82	34.66	18.17	65.49	28.45	10.8	50.8	63.9
RepoSearcher 2026.01		20.61	96.11	33.94	25.2	72.35	37.39	15.6	94.5	108
CoSIL 2026.01		19.62	96.63	32.62	18.37	69.41	29.05	7.22	38.7	53
RepoSearcher 2026.01		19.55	97.41	32.57	20.33	67.65	31.26	19.7	114	193