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Temporal Knowledge Graph reasoning on ICEWS 18

0.627Hits@10

DREAM

0.0550.20350.3520.5005Jun 1, 2021Mar 29, 2022Jan 24, 2023Nov 21, 2023Sep 17, 2024Jul 15, 2025May 13, 2026
Updated 20d ago

Evaluation Results

MethodLinks
2025.12
0.6270.3910.280.452-
2026.05
0.6070.37740.26190.4284-
2026.02
0.6058-0.27580.4512-
2026.05
0.58040.35430.24090.4022-
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-
2026.05
0.54380.33540.22920.3809-
2026.02
0.536-0.2090.347-
2026.05
0.52740.32780.22540.3691-
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--
2026.05
0.50150.28490.17770.32310.2451
2022.10
0.50.301---
2026.05
0.49660.28350.17790.32110.1998
2022.10
0.4960.295---
2026.02
0.496-0.2150.366-
2022.03
0.48750.30580.21010.3434-
2026.05
0.48060.29590.20420.336-
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--
2026.05
0.44980.29650.21580.3306-
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-
2026.05
0.4397-0.19270.3135-
2026.05
0.43540.28660.20770.3225-
2022.03
0.42610.24930.1590.2828-
2026.05
0.42250.23590.14210.26670.2967
2026.05
0.42030.23960.14870.26830.2691
2022.10
0.420.249---
2026.05
0.4003-0.21360.3351-
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--
2026.05
0.32050.1730.10210.19610.4153
2022.10
0.320.199---
2022.10
0.3170.188---
2026.05
0.31320.1860.1210.20460.3727
2022.10
0.3010.17---
2026.05
0.2858-0.09420.17870.5112
2026.05
0.26830.15970.10220.18050.4428
2021.06
0.2680.1880.111--
2026.05
0.2668-0.11040.20350.4831
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---