Abstractive Summarization on XL-Sum (test) benchmark leaderboard · SOTA2 Research

Abstractive Summarization on XL-Sum (test)

67.21Language DemocratizationxLLMs-100

Evaluation Results

Method	Links
xLLMs-1002024.06		67.21	—	—	—	—	—	—	—	—	—
SFTLLaMA2024.06		50.35	—	—	—	—	—	—	—	—	—
LLaMA2024.06		47.09	—	—	—	—	—	—	—	—	—
XBridge2026.03		27.68	20.65	33.94	24.87	29.62	33.74	26.42	30.75	23.19	25.91
SFT2026.03		26.44	20.87	33.59	23.84	30.18	30.42	26.12	28.73	22.51	21.72
XBridge2026.03		26.3	19.03	33.1	23.7	27.59	32.82	25.48	28.78	20.96	25.23
XBridge2026.03		26.04	19.22	31.52	23.48	27.72	32.77	24.53	27.95	22.19	25.02
SFT2026.03		25.97	19.52	33.52	24.79	29.14	30.81	26.2	26.13	22.16	21.41
SFT2026.03		25.96	17.68	34.97	24.88	29.78	31.43	26.96	26.11	20.14	21.7
XBridge2026.03		25.75	18.93	31.66	22.75	27.96	32.12	24.64	28.9	20.7	24.12
SFT2026.03		24.74	16.79	33.27	23.68	28.42	29.2	25.42	27.01	18.68	20.16
MindMerger2026.03		24.62	18.76	31.29	22.88	27.84	29.02	23.97	27.63	20.47	19.75
LayerAlign2026.03		24.42	18.78	30.78	22.98	27.47	28.55	23.59	27.58	20.48	19.56
MindMerger2026.03		24.34	18.49	31.87	22.54	27.4	28.21	23.49	27.36	20.23	19.45
LayerAlign2026.03		24.07	17.93	31.56	22.23	26.83	28.17	23.07	27.25	20.35	19.23
LayerAlign2026.03		23.92	18.27	30.51	22.35	26.56	28.9	22.82	26.32	20.18	19.34
MindMerger2026.03		23.68	18.17	30.38	22.06	25.95	28.33	22.92	26.4	20.04	18.85
LayerAlign2026.03		23.3	17.94	28.84	21.49	26.31	27.55	22.22	26.29	20.09	19.02
MindMerger2026.03		22.99	17.93	27.27	21.03	26.05	28.11	22.25	26.49	19.2	18.56
BXLLaMA2024.06		8.9	—	—	—	—	—	—	—	—	—