Code Localization on SWE-bench Verified (test) benchmark leaderboard · SOTA2 Research

Code Localization on SWE-bench Verified (test)

86.38File PrecisionFuseSearch*

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
FuseSearch2026.01		75.11	89.31	81.6	51	54.9	52.88	7.92	43.6	62.1
FuseSearch2026.01		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
LocAgent2026.01		61.57	87.56	72.3	41.29	65.49	50.64	17.3	318	567
LocAgent2026.01		55.39	95.85	70.21	33.1	73.33	45.61	14.9	261	447
LocAgent2026.01		45.16	62.95	52.59	29.96	32.75	31.32	11.4	112	136
RepoSearcher2026.01		40.25	50.78	44.9	20.07	34.71	25.43	16.7	92.4	113
LocAgent2026.01		39.1	56.22	46.12	27.37	31.18	26.97	6.09	109	135
Agentless2026.01		38.82	91.71	54.55	21.48	61.37	31.83	2	7.32	10.6
Agentless2026.01		34.53	92.23	50.25	28.22	56.27	37.59	2	11.8	8.33
RepoSearcher2026.01		31.99	47.15	38.12	16.92	30.39	21.74	14.8	85.3	99.2
Agentless2026.01		28.11	76.68	41.14	11.62	34.12	17.33	2	4.24	8.33
Agentless2026.01		24.22	87.56	38.19	15.34	55.1	24	2	8.04	32
CoSIL2026.01		21.33	95.6	34.88	23.04	70.2	34.69	6.8	58.8	94
CoSIL2026.01		21.22	96.11	34.77	18.4	66.86	28.86	11.1	49.2	66.8
CoSIL2026.01		21.21	94.82	34.66	18.17	65.49	28.45	10.8	50.8	63.9
RepoSearcher2026.01		20.61	96.11	33.94	25.2	72.35	37.39	15.6	94.5	108
CoSIL2026.01		19.62	96.63	32.62	18.37	69.41	29.05	7.22	38.7	53
RepoSearcher2026.01		19.55	97.41	32.57	20.33	67.65	31.26	19.7	114	193