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Summarization Evaluation on SummEval 1.0 (test)

0.5944Coherence (Spearman rho)UMSE(Fusion)
0.1030.2305750.358150.485725May 26, 2023

Evaluation results

MethodLinks
UMSE(Fusion)Scenario=Sum-Doc-Ref, Input=Document + Reference (SDR)2023.050.59440.45150.33810.28130.33160.27310.43580.3282
UMSEScenario=Sum-Ref, Input=Reference (SR)2023.050.5840.44430.24940.20550.26010.21320.42170.3189
UMSE(Fusion)-PTScenario=Ablation, Input=Document + Reference (SDR)2023.050.57570.43970.33380.27510.32060.26380.43750.3291
UMSE-PTScenario=Ablation, Input=Reference (SR)2023.050.56070.42460.26640.21930.25520.20790.42280.3155
UMSEScenario=Sum-Doc, Input=Document (SD)2023.050.52980.40520.35790.29610.31630.26170.40390.306
UMSE-PTScenario=Ablation, Input=Document (SD)2023.050.50070.3810.35050.29050.30790.25330.42760.322
UniEvalScenario=Sum-Ref (Multi-dim), Input=Reference (SR)2023.050.4950.3740.4350.3650.4190.3460.4240.327
UMSEScenario=Sum-Doc-Ref, Input=Document + Reference (SDR)2023.050.47040.35320.34130.28170.30060.24510.38940.2929
BARTScoreScenario=Sum-Ref (Multi-dim), Input=Reference (SR)2023.050.4480.3420.3820.3150.3560.2920.3560.273
CTCScenario=Sum-Doc-Ref, Input=Document + Reference (SDR)2023.050.4020.310.3660.3010.2990.2450.4280.336
BERTScoreScenario=Sum-Ref, Input=Reference (SR)2023.050.2840.2110.110.090.1930.1580.3120.243
SUPERTScenario=Sum-Doc, Input=Document (SD)2023.050.21650.17160.34380.28630.25090.20240.27460.2132
UniTEScenario=Sum-Doc-Ref, Input=Document + Reference (SDR)2023.050.18850.14530.12440.10170.10760.08860.28740.2232
ROUGE-2Scenario=Sum-Ref, Input=Reference (SR)2023.050.1840.1390.1870.1550.1590.1280.290.219
UniTEScenario=Sum-Ref, Input=Reference (SR)2023.050.17920.13620.05570.04740.07610.06140.22550.1716
UniTEScenario=Sum-Doc, Input=Document (SD)2023.050.17030.13270.1160.09560.08710.07030.27380.2084
ROUGE-1Scenario=Sum-Ref, Input=Reference (SR)2023.050.1670.1260.160.130.1590.0940.3260.252
MOVERScoreScenario=Sum-Ref, Input=Reference (SR)2023.050.1570.1180.1570.1270.1290.1050.3180.244
ROUGE-LScenario=Sum-Ref, Input=Reference (SR)2023.050.1280.0990.1150.0920.1050.0840.3110.237
SummaQAScenario=Sum-Doc, Input=Document (SD)2023.050.12390.09630.2540.21020.17820.14570.2120.1628
BLANCScenario=Sum-Doc, Input=Document (SD)2023.050.12190.09510.27680.23070.17270.14360.25740.1983