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Temporal Knowledge Graph reasoning on ICEWS 18

0.627Hits@10

DREAM

0.0550.20350.3520.5005Jun 1, 2021Mar 13, 2022Dec 24, 2022Oct 6, 2023Jul 17, 2024Apr 29, 2025Feb 9, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2025.12
0.6270.3910.280.452
2026.02
0.6058-0.27580.4512
2025.12
0.57740.35670.24530.4032
2025.12
0.570.3570.2550.403
2025.12
0.56940.35760.26580.3927
2025.12
0.56760.35630.2490.3926
2025.12
0.56060.41580.3380.4504
2021.06
0.5590.3230.206-
2026.02
0.556-0.3040.409
2025.12
0.55440.3550.25290.399
2025.12
0.55040.33360.2215-
2025.12
0.54630.40130.32250.4363
2026.02
0.536-0.2090.347
2025.12
0.52680.32620.22390.3679
2025.12
0.52330.3350.23910.3789
2026.02
0.522-0.2230.363
2022.03
0.50590.3150.2170.3544
2021.06
0.5040.2860.163-
2022.10
0.50.301--
2022.10
0.4960.295--
2026.02
0.496-0.2150.366
2022.03
0.48750.30580.21010.3434
2021.06
0.4790.2840.184-
2022.03
0.47510.28810.19050.3244
2022.03
0.47040.28680.19350.3217
2022.03
0.46480.29310.21030.3351
2021.06
0.4580.2620.164-
2021.06
0.4570.2680.171-
2021.06
0.4490.2480.151-
2022.03
0.44830.29980.22050.3346
2022.10
0.4410.269--
2022.03
0.44090.26750.17920.3008
2022.03
0.42610.24930.1590.2828
2022.10
0.420.249--
2026.02
0.382-0.1770.29
2026.02
0.364-0.1770.294
2026.02
0.364-0.1720.288
2022.10
0.3470.205--
2022.10
0.3410.2--
2021.06
0.340.170.087-
2021.06
0.3390.1550.07-
2022.10
0.3370.177--
2021.06
0.330.210.153-
2021.06
0.3260.1750.101-
2022.10
0.320.199--
2022.10
0.3170.188--
2022.10
0.3010.17--
2021.06
0.2680.1880.111-
2022.10
0.2620.131--
2022.10
0.2590.161--
2022.10
0.250.185--
2022.10
0.2470.193--
2021.06
0.1630.0780.036-
2021.06
0.1480.0740.033-
2022.10
0.0980.068--
2022.10
0.0910.07--
2022.10
0.090.06--
2022.10
0.0860.058--
2022.10
0.080.05--
2022.10
0.0770.049--