List your company
ResearchFormerly WizWand

Summarization on XSum (R-1, R-2, R-L)

49.02ROUGE-1Semi-offline RL
11.715221.400131.08540.7699Jun 16, 2023Dec 12, 2023Jun 8, 2024Dec 5, 2024Jun 2, 2025Nov 28, 2025May 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Semi-offline RLGROUPS=SEMI, FP=N2023.0649.0225.3740.52
BRIOGROUPS=OFFLINE, FP=NK2023.0648.9125.7140.6
AVGGROUPS=ONLINE, FP=NTK2023.0648.4825.2140.23
SCGROUPS=ONLINE, FP=NT2023.0647.924.9539.73
ACGROUPS=ONLINE, FP=NT2023.0647.8824.9239.71
GOLDGROUPS=OFFLINE, FP=N2023.0647.7524.9239.7
M-FTGROUPS=BASE, FP=N2023.0647.6524.8539.56
FTGROUPS=BASE, FP=N2023.0647.4624.6939.53
Lead-3 (at k = 3)selection strategy=fixed, k=32026.0519.212.9512.27
Lead-3selection strategy=fixed, k=32026.0519.212.9512.27
MMRselection strategy=fixed, k=32026.0517.792.9311.45
DPPselection strategy=fixed, k=32026.0517.542.6511.47
Randomselection strategy=fixed, k=32026.0516.822.2410.66
Centroidselection strategy=fixed, k=32026.0516.792.8511.16
DPP (variational k)selection strategy=variational, k=mean 7.42026.0514.482.659.48
Randomselection strategy=variational, k=mean 7.42026.0514.242.469.21
MMRselection strategy=variational, k=mean 7.42026.0513.932.688.85
Centroidselection strategy=variational, k=mean 7.42026.0513.152.598.9