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45.96Avg nDCG@10

gte-qwen2-1.5B

Updated 1mo ago

Evaluation Results

Method	Links
gte-qwen2-1.5B 2026.02		45.96	37.53	9.31	48.31	30.95	47.38	7.29	61.12	59.55	52.98	10.63	59.47	45.68	45.39	-	-	-
pplx-embed-v1-4B 2026.02		44.45	42.07	9.89	52.55	36.42	41.61	6.2	54.96	53.12	49.68	9.53	57.77	45.98	45.17	-	-	-
pplx-embed-v1-0.6B 2026.02		43.05	35.84	8.19	45.26	30.31	45.52	6.62	59.07	57.32	47.79	9.24	55.33	45.24	44.29	-	-	-
nv-embed-v1 2026.02		42.71	31.51	7.74	40.52	26.74	47.92	7.1	62.07	59.6	48.7	10.07	57.69	43.88	43.41	-	-	-
gritlm-7B 2026.02		41.13	36.58	9.34	46.01	27.65	41.26	6.17	53.81	52.07	45.55	9.74	54.01	41.4	40.37	-	-	-
Qwen3 (QTND) 2025.10		39.1	-	-	-	-	-	-	-	-	-	-	-	-	-	8.28	51.99	39.5
e5-mistral-7B 2026.02		38.97	31.07	7.65	41.3	27.04	44.97	6.66	58.95	56.79	40.88	7.91	49.35	38.35	40.73	-	-	-
bge-large 2026.02		38.49	30.03	7.01	39.28	25.63	41.53	6	52.76	51.18	43.9	8.31	51.79	42.24	39.68	-	-	-
Qwen3 (Q) (TR) 2025.10		38.15	-	-	-	-	-	-	-	-	-	-	-	-	-	7.8	49.91	39.07
Qwen3 (TND) 2025.10		37.27	-	-	-	-	-	-	-	-	-	-	-	-	-	8.2	51.23	36.98
Qwen3 (QTND) 2025.10		37	-	-	-	-	-	-	-	-	-	-	-	-	-	7.55	48.93	37.68
gte-base 2026.02		36.79	30.75	7	39.44	25.88	41.68	6.2	53.96	51.64	37.95	6.96	46.57	38.1	38.54	-	-	-
bm25 2026.02		36.46	26.33	6.1	34.22	22.79	41.9	6.2	56.49	55.39	41.16	8.39	48.6	38.9	39.03	-	-	-
Qwen3 (TND) (K) 2025.10		35.94	-	-	-	-	-	-	-	-	-	-	-	-	-	7.93	50.15	35.5
Qwen3 (0s) 2025.10		35.81	-	-	-	-	-	-	-	-	-	-	-	-	-	7.2	47.09	36.64
gtr-t5-large 2026.02		34.39	24.37	5.27	31.64	21.26	36.76	5.33	47.42	45.92	42.04	8.48	50.84	40	35.73	-	-	-
COLT (Phase-1) 2025.10		33.27	-	-	-	-	-	-	-	-	-	-	-	-	-	6.06	38.8	36.15
BM25 (QTND) 2025.10		31.41	-	-	-	-	-	-	-	-	-	-	-	-	-	6.82	42.83	31.72
BM25 (TND) (K) 2025.10		28.39	-	-	-	-	-	-	-	-	-	-	-	-	-	6.31	39.85	28.29
BM25 (0s) 2025.10		27.25	-	-	-	-	-	-	-	-	-	-	-	-	-	5.72	36.25	28.1
COLT (Phase-2) 2025.10		0.2	-	-	-	-	-	-	-	-	-	-	-	-	-	-	0.21	-