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Question Answering
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CronQuestions
Question Answering on CronQuestions
Metric: Hits@1 (higher is better)
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Sort:
Hits@1 (best first)
Hits@1 (worst first)
Date (newest first)
Date (oldest first)
Model name (A→Z)
#
Model
↕
Hits@1
▼
Extra Data
Paper
Date
↕
Code
1
GenTKGQA
97.8
No
Two-stage Generative Question Answering on Tempo...
2024-02-26
-
2
QC-MHM
97.1
No
Question Calibration and Multi-Hop Modeling for ...
2024-02-20
-
3
LGQA
96.9
No
-
-
-
4
M3TQA
96.9
No
-
-
-
5
SubGTR
96.6
No
-
-
Code
6
Prog-TQA
93.7
No
Self-Improvement Programming for Temporal Knowle...
2024-04-02
-
7
CTRN-hard
92
No
-
-
-
8
CTRN
92
No
-
-
-
9
TempoQR-Hard
91.8
No
TempoQR: Temporal Question Reasoning over Knowle...
2021-12-10
Code
10
TSIQA-Search
90.9
No
-
-
-
11
TSQA
83.1
No
Improving Time Sensitivity for Question Answerin...
2022-03-01
-
12
SERQA-soft
81.1
No
-
-
-
13
CTRN-soft
80.6
No
-
-
-
14
TempoQR-Soft
79.9
No
TempoQR: Temporal Question Reasoning over Knowle...
2021-12-10
Code
15
TMA
78.4
No
Time-aware Multiway Adaptive Fusion Network for ...
2023-02-24
-
16
ChatGPT w/ tkg
75.4
No
-
-
-
17
EntityQR
74.5
No
TempoQR: Temporal Question Reasoning over Knowle...
2021-12-10
Code
18
CronKGQA
64.7
No
Question Answering Over Temporal Knowledge Graphs
2021-06-03
Code
19
EmbedKGQA
28.8
No
-
-
-
20
EaE
28.8
No
-
-
-
21
T-EaE-replace
28.8
No
-
-
-
22
T-EaE-add
27.8
No
-
-
-
23
T5-3B
25.2
No
-
-
-
24
BERT
24.3
No
TempoQR: Temporal Question Reasoning over Knowle...
2021-12-10
Code
25
KnowBERT
22.6
No
-
-
-
26
RoBERTa
22.5
No
-
-
-
27
ChatGPT w/o tkg
15.1
No
-
-
-
28
BERT w/o tkg
7.1
No
-
-
-
29
RoBERTa w/o tkg
7
No
-
-
-
#1
GenTKGQA
SOTA
97.8
Hits@1
· 2024-02-26
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
#2
QC-MHM
SOTA
97.1
Hits@1
· 2024-02-20
Question Calibration and Multi-Hop Modeling for Temporal Question Answering
#3
LGQA
96.9
Hits@1
No paper
#4
M3TQA
96.9
Hits@1
No paper
#5
SubGTR
96.6
Hits@1
No paper
Code
#6
Prog-TQA
93.7
Hits@1
· 2024-04-02
Self-Improvement Programming for Temporal Knowledge Graph Question Answering
#7
CTRN-hard
92
Hits@1
No paper
#8
CTRN
92
Hits@1
No paper
#9
TempoQR-Hard
SOTA
91.8
Hits@1
· 2021-12-10
TempoQR: Temporal Question Reasoning over Knowledge Graphs
Code
#10
TSIQA-Search
90.9
Hits@1
No paper
#11
TSQA
83.1
Hits@1
· 2022-03-01
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs
#12
SERQA-soft
81.1
Hits@1
No paper
#13
CTRN-soft
80.6
Hits@1
No paper
#14
TempoQR-Soft
79.9
Hits@1
· 2021-12-10
TempoQR: Temporal Question Reasoning over Knowledge Graphs
Code
#15
TMA
78.4
Hits@1
· 2023-02-24
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering
#16
ChatGPT w/ tkg
75.4
Hits@1
No paper
#17
EntityQR
74.5
Hits@1
· 2021-12-10
TempoQR: Temporal Question Reasoning over Knowledge Graphs
Code
#18
CronKGQA
SOTA
64.7
Hits@1
· 2021-06-03
Question Answering Over Temporal Knowledge Graphs
Code
#19
EmbedKGQA
28.8
Hits@1
No paper
#20
EaE
28.8
Hits@1
No paper
#21
T-EaE-replace
28.8
Hits@1
No paper
#22
T-EaE-add
27.8
Hits@1
No paper
#23
T5-3B
25.2
Hits@1
No paper
#24
BERT
24.3
Hits@1
· 2021-12-10
TempoQR: Temporal Question Reasoning over Knowledge Graphs
Code
#25
KnowBERT
22.6
Hits@1
No paper
#26
RoBERTa
22.5
Hits@1
No paper
#27
ChatGPT w/o tkg
15.1
Hits@1
No paper
#28
BERT w/o tkg
7.1
Hits@1
No paper
#29
RoBERTa w/o tkg
7
Hits@1
No paper