OpenCodePapers
scene-graph-generation-on-visual-genome
Scene Graph Generation
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Recall@50
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mean Recall @20
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Recall@20
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mean Recall @100
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ModelName
ReleaseDate
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Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
✓ Link
32.9
36.0
14.1
36.0
14.1
11.8
SpeaQ (without reweighting)
2024-03-26
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection
✓ Link
32.1
35.5
17.6
35.5
17.6
15.1
SpeaQ (with reweighting)
2024-03-26
Unbiased Scene Graph Generation from Biased Training
✓ Link
31.93
6.9
Causal-TDE
2020-02-27
Energy-Based Learning for Scene Graph Generation
✓ Link
31.74
7.1
SG-EBM
2021-03-03
GPS-Net: Graph Property Sensing Network for Scene Graph Generation
✓ Link
28.9
GPS-Net
2020-03-29
Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions
✓ Link
28.2
31.4
22.2
LOGIN
2021-06-16
Learning to Compose Dynamic Tree Structures for Visual Contexts
✓ Link
27.9
VCTree
2018-12-05
NODIS: Neural Ordinary Differential Scene Understanding
✓ Link
27.7
21.6
NODIS
2020-01-14
Knowledge-Embedded Routing Network for Scene Graph Generation
✓ Link
27.1
KERN
2019-03-08
Recovering the Unbiased Scene Graphs from the Biased Ones
✓ Link
25.4
DLFE
2021-07-05
Fine-Grained Scene Graph Generation with Data Transfer
✓ Link
23.5
27.2
18.0
IETrans
2022-03-22
Panoptic Scene Graph Generation with Semantics-Prototype Learning
✓ Link
23.0
12.3
19.2
19.2
15.8
ADTrans
2023-07-28
Graph R-CNN for Scene Graph Generation
✓ Link
11.4
Graph-RCNN
2018-08-01
Scene Graph Generation from Objects, Phrases and Region Captions
✓ Link
10.72
MSDN
2017-07-31
Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation
✓ Link
11.63
17.24
C-bias
2022-03-17
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation
✓ Link
7.9
CogTree
2020-09-16
Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning
✓ Link
39.12
ExpressiveSGG
2022-05-31
NeuSyRE: Neuro-Symbolic Visual Understanding and Reasoning Framework based on Scene Graph Enrichment
✓ Link
39.1
12.6
10.9
NeuSyRE
2023-11-05
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation
✓ Link
35.65
14.22
25.43
KnowZRel
2025-02-21