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HTB-000001
train
17
<table><thead><tr><th>Drug Category/Medication</th><th>Severity Level</th><th>Interacting Drug</th><th>Interaction Effect</th><th>Clinical Management</th><th>Monitoring Required</th><th>Contraindicated</th><th>Alternative Options</th><th>Pharmacist Contact</th><th>Reference ID</th><th>Last Updated</th></tr></thead><tbo...
HTB-000002
train
8
<table><thead><tr><th>Region</th><th>Distribution Center</th><th>Route</th><th>Tracking ID</th><th>Coordinates</th><th>Distance Formula</th><th>Status</th><th>Delivery Date</th><th>Ship Date</th></tr></thead><tbody><tr><th rowspan="9">Northeast</th><th rowspan="6">Boston Hub</th><th rowspan="4">Route 95-North</th><th>B...
HTB-000003
train
14
<table><thead><tr><th>Region</th><th>Farm District</th><th>Farm</th><th>Crop Type</th><th>Acres Planted</th><th>Yield (tons/acre)</th><th>Total Harvest (tons)</th><th>Season</th><th>GPS Coordinates</th><th>Farm Contact</th><th>Moisture %</th><th>Price/ton</th><th>Revenue</th><th>Quality Grade</th><th>Field ID</th></tr>...
HTB-000004
train
9
<table><thead><tr><th>Study Phase</th><th>Experiment Group</th><th>Trial ID</th><th>Parameter</th><th>Day 1</th><th>Day 7</th><th>Day 14</th><th>Day 21</th><th>Mean ± SD</th><th>% Change</th><th>P-Value</th><th>Week 1</th></tr></thead><tbody><tr><th rowspan="19">Phase I - Baseline</th><th rowspan="9">Control Group</th>...
HTB-000005
train
17
<table><thead><tr><th>Component ID</th><th>Material Grade</th><th>Tensile Strength (MPa)</th><th>Yield Strength (MPa)</th><th>Young's Modulus (GPa)</th><th>Hardness (HRC)</th><th>Thermal Expansion (×10⁻⁶/°C)</th><th>Dimensional Tolerance</th><th>Surface Roughness (Ra μm)</th><th>Fatigue Limit (MPa)</th><th>Test Status<...
HTB-000006
train
25
<table><tbody><tr><td colspan="15">UEFA CHAMPIONS LEAGUE - GROUP STAGE MATCHDAY 6 STATISTICS</td></tr><tr><th rowspan="2">Team</th><th colspan="3">Possession</th><th colspan="4">Attacking</th><th colspan="3">Defensive</th><th colspan="3">Discipline</th><th rowspan="2">Cards</th></tr><tr><th>Ball %</th><th>Passes</th><t...
HTB-000007
train
1
<table><thead><tr><th>Cash Flow Category</th><th>Description</th><th>Q1 2024</th><th>Q2 2024</th><th>Q3 2024</th><th>Period Ending</th><th>Q3 2023</th></tr></thead><tbody><tr><td>Operating Activities</td><td></td><td></td><td></td><td></td><td></td><td>$(1,054,194)</td></tr><tr><td>Investing</td><td></td><td></td><td><...
HTB-000008
train
8
<table><thead><tr><th>Manufacturer</th><th>Category</th><th>Model</th><th>Trim</th><th>Engine</th><th>City MPG</th><th>Highway MPG</th><th>Safety Rating</th><th>Reliability %</th><th>Base MSRP</th><th>Torque (lb-ft)</th></tr></thead><tbody><tr><th rowspan="28">Toyota</th><th rowspan="16">Sedan</th><th rowspan="6">Camry...
HTB-000009
train
10
<table><thead><tr><th>Court Level</th><th>Case Type</th><th>Case Name</th><th>Filing Date</th><th>Status</th><th>Citation</th><th>Parties</th></tr></thead><tbody><tr><th rowspan="9">Federal District</th><th rowspan="5">Contract Disputes</th><th>Morrison Industries v. Techno Corp</th><td>2023-03-15</td><td>Settled</td><...
HTB-000013
train
9
<table><thead><tr><th>Agreement Type</th><th>Section</th><th>Clause</th><th>Sub-clause</th><th>Term</th><th>Value/Duration</th><th>Conditions</th><th>Penalty/Remedy</th><th>Description</th></tr></thead><tbody><tr><th rowspan="20">Service Agreement</th><th rowspan="8">Financial Terms</th><th rowspan="4">Payment Obligati...
HTB-000014
train
6
<table><thead><tr><th rowspan="3">Geographic Region</th><th colspan="4">Population Demographics (2020 Census)</th><th colspan="2">Growth Projections</th><th rowspan="3">County</th></tr><tr><th colspan="2">Age Distribution</th><th colspan="2">Economic Indicators</th><th rowspan="2">2030 Target</th><th rowspan="2">Formul...
HTB-000015
train
15
<table><thead><tr><th rowspan="2">Loan Type</th><th rowspan="2">Term</th><th colspan="3">Payment Calculations</th><th rowspan="2">Principal</th></tr><tr><th>Monthly Payment Formula</th><th>Total Interest Formula</th><th>Balance Formula</th></tr></thead><tbody><tr><th rowspan="4" scope="rowgroup">Fixed Rate</th><td>15 Y...
HTB-000017
train
22
<table><tbody><tr><td colspan="13">Domestic Flight Operations - Terminal A - March 15, 2024</td></tr><tr><th rowspan="2">Flight Number</th><th rowspan="2">Airline</th><th colspan="2">Route</th><th colspan="3">Departure</th><th colspan="3">Arrival</th><th rowspan="2">Aircraft Type</th><th rowspan="2">On Time</th><th row...
HTB-000018
train
15
<table><thead><tr><th rowspan="3">Activity</th><th rowspan="3">Category</th><th rowspan="3">Item</th><th colspan="4">2023 Cash Flow</th><th colspan="4">2022 Cash Flow</th><th rowspan="3">Balance</th></tr><tr><th colspan="2">H1</th><th colspan="2">H2</th><th colspan="2">H1</th><th colspan="2">H2</th></tr><tr><th>Q1</th>...
HTB-000019
train
21
<table><thead><tr><th colspan="7">Insurance Claims Processing Dashboard</th></tr><tr><th rowspan="3">Claim Category</th><th colspan="3">Processing Metrics</th><th colspan="2">Financial Impact</th><th rowspan="3">Count</th></tr><tr><th colspan="2">Timeline Analysis</th><th rowspan="2">Settlement Rate %</th><th rowspan="...
HTB-000020
train
2
<table><thead><tr><th rowspan="3">Account Category</th><th colspan="7">Financial Position (in thousands USD)</th></tr><tr><th colspan="2">Current Year</th><th colspan="2">Prior Year</th><th colspan="3">Variance</th></tr><tr><th>Amount</th><th>% of Total</th><th>Amount</th><th>% of Total</th><th>Amount</th><th>%</th><th...
HTB-000021
train
21
<table><thead><tr><th colspan="10">Mortgage Loan Amortization Schedule - Loan #ML-2024-789456</th></tr><tr><th colspan="10">Principal: $350,000 | Rate: 4.25% | Term: 30 Years | Monthly Payment: $1,721.14</th></tr><tr><th rowspan="2">Year</th><th rowspan="2">Payment Date</th><th colspan="3">Payment Breakdown</th><th col...
HTB-000022
train
22
<table><tbody><tr><td colspan="5">TechCon 2024 - Silicon Valley Campus</td><td colspan="4">TechCon 2024 - Austin Campus</td><td rowspan="2">Ticket Type</td></tr><tr><th>Track</th><th>Attendee Name</th><th>Company</th><th>Status</th><th>Fee Paid</th><th>Track</th><th>Attendee Name</th><th>Status</th><th>Fee Paid</th></t...
HTB-000024
train
2
<table><thead><tr><th rowspan="3">Account Category</th><th colspan="6">Financial Position (in thousands USD)</th><th rowspan="3">Notes</th><th rowspan="3">Aging (Days)</th><th rowspan="3">Q4</th></tr><tr><th colspan="2">Current Year</th><th colspan="2">Prior Year</th><th colspan="2">Variance</th></tr><tr><th>Amount</th...
HTB-000025
train
6
<table><thead><tr><th rowspan="3">Experiment ID</th><th rowspan="3">Sample Type</th><th colspan="6">Environmental Conditions</th><th colspan="4">Measurement Results</th><th rowspan="3">Status</th><th rowspan="3">Notes</th></tr><tr><th colspan="3">Physical Parameters</th><th colspan="3">Chemical Composition</th><th rows...
HTB-000026
train
12
<table><thead><tr><th rowspan="3">Policy Type</th><th rowspan="3">Coverage Category</th><th rowspan="3">Benefit Type</th><th rowspan="3">Policy ID</th><th colspan="4">Coverage Details</th><th colspan="3">Premium Structure</th><th rowspan="3">Per Occurrence</th></tr><tr><th colspan="2">Limits &amp; Deductibles</th><th c...
HTB-000028
train
1
<table><thead><tr><th>Account Category</th><th>Account Description</th><th>Current Year <br> (2023)</th><th>Prior Year <br> (2022)</th><th>Change <br> ($)</th><th>Change <br> (%)</th><th>Notes</th><th>Audit Status</th><th>Audited</th></tr></thead><tbody><tr><td>ASSETS</td><td></td><td></td><td></td><td></td><td></td><t...
HTB-000029
train
10
<table><thead><tr><th>Account Type</th><th>Account Number</th><th>Period</th><th>Transaction Type</th><th>Date</th><th>Description</th><th>Debit</th><th>Credit</th><th>Balance</th><th>Amount</th></tr></thead><tbody><tr><th rowspan="24">Personal Checking</th><th rowspan="24">****2847</th><th rowspan="12">January 2024</t...
HTB-000030
train
6
<table><thead><tr><th rowspan="3">Trial Site</th><th rowspan="3">Principal Investigator</th><th colspan="12">Phase III Clinical Trial Results by Study Period</th><th rowspan="3">Response Rate</th></tr><tr><th colspan="4">Baseline Period (Jan-Mar 2024)</th><th colspan="4">Treatment Period (Apr-Sep 2024)</th><th colspan=...
HTB-000031
train
22
<table><tbody><tr><td colspan="7">TechVenture Capital Fund LP - Consolidated Balance Sheet</td></tr><tr><td colspan="7">As of December 31, 2023 (USD in thousands)</td></tr><tr><td colspan="7"></td></tr><tr><th>ASSETS</th><th></th><th></th><th></th><th></th><th>Amount</th><th>Scientific</th></tr><tr><td>Current Assets</...
HTB-000032
train
24
<table><thead><tr><th colspan="9">Quantum Entanglement Coherence Study - Phase III Results</th></tr><tr><th rowspan="2">Experiment Series</th><th rowspan="2">Particle Pair</th><th colspan="3">Cryogenic Environment (-273°C)</th><th colspan="3">Room Temperature (22°C)</th><th rowspan="2">Δψ Formula</th></tr><tr><th>Coher...
HTB-000033
train
12
<table><thead><tr><th rowspan="3">Order Category</th><th rowspan="3">Product Type</th><th rowspan="3">Item</th><th colspan="4">Q1 2024 Performance</th><th colspan="4">Q2 2024 Performance</th><th colspan="2">Growth Metrics</th><th rowspan="3">Quantity</th></tr><tr><th colspan="2">Orders</th><th colspan="2">Revenue</th><...
HTB-000034
train
20
<table><thead><tr><th>Shipment ID</th><th>Origin</th><th>Destination</th><th>Carrier</th><th>Transit Formula</th><th>Weight (kg)</th><th>Status</th><th>ETA</th><th>Cost</th><th>Service Type</th></tr></thead><tbody><tr><td>SHP-2024-078432</td><td>Los Angeles, CA</td><td>Chicago, IL</td><td>FedEx Ground</td><td>T = D/v +...
HTB-000035
train
6
<table><thead><tr><th rowspan="2">Call Number</th><th rowspan="2">Title</th><th rowspan="2">Author</th><th rowspan="2">ISBN</th><th colspan="3">Availability Status</th><th colspan="2">Contact Information</th><th rowspan="2">Year</th></tr><tr><th>Status</th><th>Location</th><th>Due Date</th><th>Librarian</th><th>Departm...
HTB-000036
train
25
<table><tbody><tr><td colspan="7">Mobile Development Project - Sprint 3</td></tr><tr><th>Task ID</th><th>Task Name</th><th>Assigned Developer</th><th>Contact</th><th>Due Date</th><th>Status</th><th>Assignee</th></tr><tr><td rowspan="4">UI Components</td><td>Login Screen Redesign</td><td>Sarah Chen</td><td>+1-415-555-28...
HTB-000037
train
6
<table><thead><tr><th>Payment #</th><th>Due Date</th><th>Payment Amount</th><th>Principal</th><th>Interest</th><th>Escrow</th><th>PMI</th><th>Total Payment</th><th>Principal Balance</th><th>Interest Rate</th><th>Payment Status</th><th>Late Fees</th><th>Notes</th><th>Insurance</th></tr></thead><tbody><tr><td>1</td><td>0...
HTB-000038
train
10
<table><thead><tr><th>Transit System</th><th>Route Type</th><th>Route Number</th><th>Direction</th><th>Departure Time</th><th>Major Stops</th><th>Travel Time</th><th>Contact</th><th>Peak Hours</th></tr></thead><tbody><tr><th rowspan="14">Metro Rail</th><th rowspan="6">Red Line</th><th rowspan="3">R-101</th><th>Northbou...
HTB-000040
train
18
<table><thead><tr><th>Experiment ID</th><th>Protocol</th><th>Temperature (°C)</th><th>Pressure (Pa)</th><th>pH Level</th><th>Concentration (M)</th><th>Duration (min)</th><th>Yield (%)</th><th>Error Rate</th><th>Status</th><th>Researcher</th><th>Date</th><th>Reference</th><th>Notes</th></tr></thead><tbody><tr><td>EXP-20...
HTB-000041
train
21
<table><thead><tr><th colspan="14">CONSOLIDATED CASH FLOW STATEMENT</th></tr><tr><th colspan="14">For the Year Ended December 31, 2023 (in thousands USD)</th></tr><tr><th rowspan="2">Cash Flow Category</th><th rowspan="2">Line Item</th><th colspan="4">North America Division</th><th colspan="4">European Division</th><th...
HTB-000043
train
10
<table><thead><tr><th>Department</th><th>Program</th><th>Course</th><th>Section</th><th>Days</th><th>Time</th><th>Room</th><th>Instructor</th><th>Email</th><th>Phone</th><th>Enrolled</th></tr></thead><tbody><tr><th rowspan="9">Computer Science</th><th rowspan="4">Undergraduate</th><th rowspan="2">CS 101</th><th>A</th><...
HTB-000045
train
4
<table><thead><tr><th>Survey ID</th><th>Question Type</th><th>Response Count</th><th>Completion Rate</th><th>Satisfaction Score</th><th>Formula</th><th>Strongly Agree</th><th>Agree</th><th>Neutral</th><th>Disagree</th><th>Strongly Disagree</th><th>N/A</th><th>Comments</th><th>Total Responses</th></tr></thead><tbody><tr...
HTB-000047
train
12
<table><thead><tr><th rowspan="3">Activity Category</th><th rowspan="3">Subcategory</th><th rowspan="3">Line Item</th><th rowspan="3">Contact</th><th colspan="4">Q1 2024 Cash Flow</th><th colspan="4">Q2 2024 Cash Flow</th><th rowspan="3">Sep</th></tr><tr><th colspan="2">January</th><th colspan="2">February</th><th cols...
HTB-000048
train
8
<table><thead><tr><th>Business Unit</th><th>Division</th><th>Department</th><th>Contact</th><th>Revenue ($000)</th><th>Operating Expenses ($000)</th><th>Gross Profit ($000)</th><th>Net Income ($000)</th><th>Reporting Portal</th><th>Line Item</th></tr></thead><tbody><tr><th rowspan="16">Corporate Banking</th><th rowspan...
HTB-000049
train
6
<table><thead><tr><th rowspan="2">Guest Name</th><th rowspan="2">Confirmation #</th><th colspan="2">Stay Details</th><th colspan="2">Room Information</th><th rowspan="2">Status</th><th rowspan="2">Room #</th></tr><tr><th>Check-in</th><th>Check-out</th><th>Type</th><th>Rate</th></tr></thead><tbody><tr><td>Johnson, Micha...
HTB-000050
train
22
<table><tbody><tr><td colspan="12">Phase III Clinical Trial - Cardiovascular Drug Study CT-2024-CV-078</td></tr><tr><th rowspan="2">Patient ID</th><th rowspan="2">Age Range</th><th rowspan="2">Treatment Group</th><th colspan="3">Baseline Measurements</th><th colspan="3">Week 12 Results</th><th colspan="2">Outcome Asses...
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CompTSRBench

CompTSRBench is a benchmark of 10,000 structurally complex synthetic tables for table structure recognition (image → HTML). Each table pairs a rendered image with its ground-truth HTML. The tables cover 25 canonical structural patterns (hierarchical headers, row and column spans, gridless regions and more) across application domains such as finance, science, education and healthcare.

Split Tables
train 8,000
test 2,000

Every pattern appears in both splits, with at least 40 test tables per pattern.

Fields

Field Type Description
id string Table identifier
split string train or test
pattern int Canonical structural pattern (1–25)
image image Rendered table image
html string Ground-truth table HTML (minified, no styling); headers are marked with <th>

Structural statistics (all 10K tables)

  • 81.4% contain column spans, 89.5% row spans, 58.4% multi-level headers
  • On average 17.3 merged cells per table

Usage

from datasets import load_dataset

ds = load_dataset("researchgroup542/Table_Dataset")
example = ds["test"][0]
example["image"]   # PIL image
example["html"]    # ground-truth HTML

Evaluation

We report TEDS, TEDS-Struct and the Triple Metric Score (TMS), a structure-first metric that checks each cell's position, header context and content in that order. See the paper for details.

License

CC BY 4.0. All table content is synthetically generated and does not refer to real individuals or organizations.

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