Government Of India
A-
A
A+
Table Transformer (DETR) - Table Structure Recognition
A Transformer-based model fine-tuned for recognizing table structures, including rows and columns, in unstructured documents.
About Model
Table Transformer (DETR) - Table Structure Recognition is a Transformer-based object detection model trained on the PubTables1M dataset. It is designed to detect and recognize table structures, such as rows and columns, in unstructured documents. Based on DETR (DEtection TRansformer), this model employs a "normalize before" approach, where layer normalization is applied before self- and cross-attention. It enables precise table structure recognition, making it useful for document processing, table parsing, and data extraction tasks.
Table Transformer (DETR) - Table Structure Recognition
Metadata
MIT
Microsoft
object detection
N.A.
Open
Sector Agnostic
12/03/25 06:34:56
0
Activity Overview
0
8 
0 
301
Tags
- PyTorch
- Transformers
- safetensors
- table-transformers
- object detection
- inference endpoints
License Control
MIT
More Models from Microsoft Corporation (India) Pvt. Ltd.
TAPEX: Large SQL Execution Model (Table Pre-training via Learning a Neural SQL Executor)
A large-sized TAPEX model pre-trained to simulate neural SQL execution, enabling the execution of SQL queries on given tables.
DataRetrieval
Transformers
BART
TAPEX
PreTrainedModel
NeuralExecutor
SQLExecution
- 0
- 6
- 0
214
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: Large Model (Table Pre-training via Learning a Neural SQL Executor)
A large-sized pre-trained model designed to enhance table-based question answering and fact verification tasks.
FactVerification
BART
TableQuestionAnswering
PreTrainedModel
LargeModel
- 0
- 5
- 0
- 169
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: TabFact Data enabled Large Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A large-sized TAPEX model fine-tuned on the TabFact dataset, designed to enhance performance in table-based fact verification tasks.
Transformers
TabFact
DataValidation
FactVerification
TAPEX
FineTunedModel
NaturalLanguageProcessing
BART
- 0
- 5
- 0
- 131
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX (Table Pre-training via Learning a Neural SQL Executor) Large Finetuned Model
A large-sized TAPEX model fine-tuned on the WikiTableQuestions dataset, designed to enhance performance in table-based question answering tasks.
BART
Transformers
WikiTableQuestions
TableQuestionAnswering
DataExtraction
TAPEX
FineTunedModel
NaturalLanguageProcessing
- 0
- 2
- 0
- 206
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: Base Model (Table Pre-training via Learning a Neural SQL Executor)
A base-sized pre-trained model designed to enhance table-based question answering and fact verification tasks.
FactVerification
BART
TableQuestionAnswering
PreTrainedModel
TabularData
- 0
- 3
- 0
- 122
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: WikiTable Questions Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the WikiTableQuestions dataset, designed to enhance performance in table-based question answering tasks.
WikiTableQuestions
Transformers
BART
NaturalLanguageProcessing
FineTunedModel
TAPEX
DataExtraction
TableQuestionAnswering
- 0
- 3
- 0
- 157
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: WikiSQL Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A large-sized TAPEX model fine-tuned on the WikiSQL dataset, optimized for translating natural language questions into SQL queries for effective table-based question answering.
DataRetrieval
SQLQueryGeneration
Transformers
BART
NaturalLanguageProcessing
FineTunedModel
TAPEX
WikiSQL
- 0
- 5
- 0
- 147
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: TabFact Data enabled Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the TabFact dataset, tailored for verifying the factual accuracy of textual statements against tabular data.
Transformers
BART
NaturalLanguageProcessing
FineTunedModel
TAPEX
FactVerification
DataValidation
TabFact
- 0
- 4
- 0
- 123
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
TAPEX: Base Finetuned (Table Pre-training via Learning a Neural SQL Executor) Model
A base-sized TAPEX model fine-tuned on the WikiSQL dataset, designed to enhance performance in table-based question answering tasks.
TAPEX
WikiSQL
TableQuestionAnswering
DataExtraction
Transformers
FineTunedModel
NaturalLanguageProcessing
BART
- 0
- 5
- 0
- 174
Updated 10 month(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
BiomedBERT - Domain-Specific Biomedical Language Model
A biomedical NLP model pre-trained from scratch on abstracts and full-text articles from PubMed and PubMed Central, achieving state-of-the-art performance on biomedical language understanding tasks.
Transformers
exbert
Fill-Mask
inference endpoints
Bert
English
JAX
PyTorch
- 0
- 91
- 0
- 1,473
Updated 1 year(s) ago
MICROSOFT CORPORATION (INDIA) PVT. LTD.
© 2026 - Copyright AIKosh. All rights reserved.