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Few-shot Learning on LongBench

82.62TREC Score

Glyph

Updated 1mo ago

Evaluation Results

Method	Links
Glyph 2025.12		82.62	88.54	-	-
LingoEDU 2025.12		80	93.76	41.68	52.5
Self-Sum 2025.12		79	93.69	40.79	50.5
Standard 2025.12		77	90.07	39.2	48.6
FullKV 2026.03		71.67	91.79	42.07	-
CompilerKV 2026.02		70.5	83.43	32.76	-
FullKV 2026.03		70	89.85	40.55	-
CompilerKV 2026.02		68.2	85	41.2	-
FullKV 2026.03		66.33	89.34	42.49	-
CompilerKV 2026.02		66	89.68	39	-
SnapKV 2026.03		63	91.07	38.57	-
DapQ 2026.03		62.67	91.15	39.61	-
PyramidKV 2026.03		61.67	90.96	37.65	-
DapQ 2026.03		60.67	90.48	38.34	-
CompilerKV 2026.02		60	88.38	41.05	-
PyramidKV 2026.03		60	89.26	37.07	-
LingoEDU 2025.12		57.5	63.25	23.8	35.48
SnapKV 2026.03		57	89.65	36.97	-
DapQ 2026.03		56.67	88.64	39.92	-
DapQ 2026.03		54	90.45	38.5	-
SnapKV 2026.03		53.33	87.66	39.34	-
PyramidKV 2026.03		53	87.89	39.61	-
SnapKV 2026.03		51.33	91.07	37.37	-
DapQ 2026.03		50	90.06	36.87	-
Self-Sum 2025.12		49	62.31	21.89	29.5
PyramidKV 2026.03		49	87.68	36.73	-
PyramidKV 2026.03		48.33	89.31	36.92	-
SnapKV 2026.03		47.67	87.82	35.63	-
DapQ 2026.03		47	84.92	38.07	-
Standard 2025.12		46.5	59.85	20.45	26.1
H2O 2026.03		46.33	90.04	38.98	-
H2O 2026.03		45.67	89.49	38.28	-
PyramidKV 2026.03		44.67	88.27	34.63	-
H2O 2026.03		44.33	84.51	39.77	-
PyramidKV 2026.03		43.33	84.69	38.4	-
DapQ 2026.03		43	88.97	36	-
SnapKV 2026.03		42.67	87.93	35.12	-
SnapKV 2026.03		42.33	83.91	38.89	-
H2O 2026.03		41.33	90.21	38.16	-
SnapKV 2026.03		40.67	86.02	33.99	-
H2O 2026.03		40.67	81.43	38.56	-
H2O 2026.03		40	87.29	36.25	-
DapQ 2026.03		39.67	84.16	35.49	-
PyramidKV 2026.03		39	76.8	32.31	-
H2O 2026.03		39	88.13	35.98	-
DapQ 2026.03		38.67	87.38	35.3	-
SnapKV 2026.03		37.67	85.11	36.92	-
H2O 2026.03		37.33	86.27	35.18	-
H2O 2026.03		37.33	82.76	35.27	-
PyramidKV 2026.03		37.33	84.81	35.58	-
C3 2025.12		1	6.42	8.29	6.5