Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/IETrans

IETrans

Reported on 9 benchmarks across 3 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Scene ParsingonVisual Genome
mean Recall @100· 2022-03-22
18
best: 19.2 (ADTrans)
SOTA
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
Scene Graph GenerationonVisual Genome
mean Recall @100· 2022-03-22
18
best: 19.2 (ADTrans)
SOTA
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
Scene ParsingonVisual Genome
Recall@100· 2022-03-22
27.2
best: 36 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
Scene ParsingonVisual Genome
Recall@50· 2022-03-22
23.5
best: 32.9 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
Scene Graph GenerationonVisual Genome
Recall@100· 2022-03-22
27.2
best: 36 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
Scene Graph GenerationonVisual Genome
Recall@50· 2022-03-22
23.5
best: 32.9 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654

Audio3 results

2D Semantic SegmentationonVisual Genome
mean Recall @100· 2022-03-22
18
best: 19.2 (ADTrans)
SOTA
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
2D Semantic SegmentationonVisual Genome
Recall@100· 2022-03-22
27.2
best: 36 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654
2D Semantic SegmentationonVisual Genome
Recall@50· 2022-03-22
23.5
best: 32.9 (SpeaQ (without reweighting))
Fine-Grained Scene Graph Generation with Data Transfer arXiv:2203.11654