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Long-context language understanding on LongBench-e

69.96LCC

Exact

Updated 4d ago

Evaluation Results

Method	Links
Exact 2026.02		69.96	99.67	-	87.53	62.17	38.56	64	-	43.71	34.16	-	24.32	43.76	53	50.08	56.43	14.67
SnapKV 2026.02		69.16	89.06	-	88.32	56.33	37.15	49.33	-	31.8	29.7	-	22.1	25.52	45.36	30.13	44.36	16.67
StreamingLLM 2026.02		68.48	24.83	-	75.17	56.22	35.79	52.33	-	20.89	29.65	-	22.25	23.17	36.4	25.49	26.45	12.5
PyramidKV 2026.02		67.4	61.06	-	86.77	59.2	38.27	43.33	-	30.24	27.12	-	21.13	21.59	41.64	29.96	39.38	15.88
BalanceKV 2026.02		65.48	71.67	-	73.83	62.57	34.56	55	-	23.71	30.27	-	21.98	29.5	42.75	36.57	37.89	12.67
COMPRESSKV 2026.02		64.85	98	-	86.15	60.43	35.38	54.33	-	33.37	30.3	-	22.26	33.23	47.25	38.13	43.43	14.33
Uniform 2026.02		64.84	63.44	-	81.71	61.34	35.37	54.33	-	25.93	30.02	-	21.86	26.91	42.85	37.51	38.46	15.33
HATA 2025.06		44.86	99.67	65.87	88.49	37.41	45.41	76.67	53.45	60.7	31.25	20.5	22.02	41.46	52.9	-	-	-
Dense 2025.06		44.32	100	65.96	88.41	36.25	45.52	76.34	53.73	60.68	31.93	22.83	22.14	41.41	53.04	-	-	-