Datasets › FB15k-237 › Papers where code ran, page 1

FB15k-237

Papers archive 2025-07-28

papers with a benchmark row: 75 · with a code link: 65 · where Syntology ran a sample: 25 (20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (25 of 75 with a benchmark row: 20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.

Page 1 of 1: papers 1 to 25 of the 25 papers with a benchmark row here where Syntology ran at least one harvested sample (20 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 452. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization 1 1 19 Dec 2022 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (7 pointer-only for licence)
KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction 1 1 4 Nov 2022 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction 4 1 30 Sep 2022 official: no sample here; runs from other or unrecorded repositories · 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (7 pointer-only for licence)
Relphormer: Relational Graph Transformer for Knowledge Graph Representations 1 1 22 May 2022 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified
Neural-Symbolic Models for Logical Queries on Knowledge Graphs 1 1 16 May 2022 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models 2 1 4 Mar 2022 official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (3 pointer-only for licence)
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones 1 1 28 Oct 2021 official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction 3 1 13 Jun 2021 official (archive's flag): 2 ran · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence)
Complex Query Answering with Neural Link Predictors 5 3 6 Nov 2020 community repositories only · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence)
Beta Embeddings for Multi-Hop Logical Reasoning in Knowledge Graphs 9 1 22 Oct 2020 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (2 pointer-only for licence)
HittER: Hierarchical Transformers for Knowledge Graph Embeddings 3 1 28 Aug 2020 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Low-Dimensional Hyperbolic Knowledge Graph Embeddings 3 1 1 May 2020 official: harvested, nothing ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (8 pointer-only for licence)
Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings 9 1 14 Feb 2020 official (archive's flag): 7 ran · 30 ran (of which 13 constructed an object rather than computing a result; 18 with no instrument failure: 1 honoured, 0 violated, 17 with no contract checked; 12 where Syntology's instrument failed) · 11 unverified (2 pointer-only for licence)
Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction 9 2 21 Nov 2019 official (archive's flag): 1 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
A Re-evaluation of Knowledge Graph Completion Methods 2 3 10 Nov 2019 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Composition-based Multi-Relational Graph Convolutional Networks 4 1 8 Nov 2019 official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions 1 1 1 Nov 2019 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
KG-BERT: BERT for Knowledge Graph Completion 3 1 7 Sep 2019 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Augmenting and Tuning Knowledge Graph Embeddings 1 1 1 Jul 2019 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs 2 2 4 Jun 2019 community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Multi-relational Poincaré Graph Embeddings 1 1 23 May 2019 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding 1 1 2 Mar 2019 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space 10 2 26 Feb 2019 community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Embedding Logical Queries on Knowledge Graphs 12 1 5 Jun 2018 community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
KBGAN: Adversarial Learning for Knowledge Graph Embeddings 3 1 11 Nov 2017 official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified