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Tool Retrieval on ToolLens (test)

96.3Recall@3

L2-TR

Updated 1mo ago

Evaluation Results

Method	Links
L2-TR 2026.06		96.3	98.4	-	-	-	-
L1-TR 2026.06		96.2	98.2	-	-	-	-
NNN-TR 2026.06		96.1	98.4	-	-	-	-
COLT 2024.05		93.64	97.75	94.53	96.91	84.55	94.08
COLT 2024.05		92.65	97.78	93.16	96.17	82.25	94.56
COLT 2024.05		92.15	97.78	92.78	96.1	80.5	94.4
COLT 2024.05		91.49	96.91	92.48	95.63	79	92.22
COLT 2026.06		89.1	97	-	-	-	-
MMR 2026.06		88.8	97.1	-	-	-	-
L1-FIX 2026.06		88.5	95.6	-	-	-	-
NNN-FIX 2026.06		88	96.1	-	-	-	-
L2-FIX 2026.06		87.5	96	-	-	-	-
Contriever 2024.05		83.58	95.17	84.98	91.69	59.46	88.65
coCondensor 2024.05		82.37	94.69	83.9	91.06	56.37	86.73
TAS-B 2024.05		81.26	94.06	82.54	89.94	54.66	85.72
DENSE 2026.06		81.2	92.5	-	-	-	-
ANCE 2024.05		80.62	94.17	82.35	90.15	54.23	85.83
Contriever 2024.05		25.67	31.15	26.96	29.95	7.46	9.8
BM25 2024.05		21.58	26.88	23.19	26.09	3.89	6.13
ANCE 2024.05		20.82	26.56	21.45	24.57	5.06	7.46
TAS-B 2024.05		19.1	23.71	19.81	22.33	5.17	7.14
coCondensor 2024.05		15.33	19.37	16.15	18.32	3.02	5.33
DENSE 2026.06		-	-	-	-	55.2	81.5
MMR 2026.06		-	-	-	-	72.2	93.1
COLT 2026.06		-	-	-	-	73.5	93.6
NNN-FIX 2026.06		-	-	-	-	72	91.4
L1-FIX 2026.06		-	-	-	-	73.4	90
L2-FIX 2026.06		-	-	-	-	70.5	91.7
NNN-TR 2026.06		-	-	-	-	91.8	97
L1-TR 2026.06		-	-	-	-	92.1	96.3
L2-TR 2026.06		-	-	-	-	92.4	97