TextVQA

TextVQA: Measures visual question answering, OCR, document understanding, chart comprehension, or layout-aware reasoning.

39rows
scoreprimary metric
2026-05-27sampled

Metadata

ID
textvqa
Category
Intelligence
Release
Unknown

Metrics

Overall accuracy

Latest Results

Rows are parsed from EvalAI public challenge phase split leaderboard JSON for TextVQA 2020 and 2019 test-standard phases. Score is EvalAI's overall accuracy percentage.

Rank Subject Overall accuracy Model Match Provenance Sampled
1 Microsoft Cognitive Services Team / TAP 53.97 — Imported 2026-05-27
2 Qii / ssbaseline 45.66 — Imported 2026-05-27
3 NWPU_Adelaide_Team / SMA single model 45.51 — Imported 2026-05-27
4 CVMLP / SAM (Single Model) 44.8 — Imported 2026-05-27
5 colab_buaa 44.73 — Imported 2026-05-27
6 hunhun / CRN (Single Model) 40.96 — Imported 2026-05-27
7 Xiangpeng / CIG 40.77 — Imported 2026-05-27
8 Qiii / SMA 40.66 — Imported 2026-05-27
9 Host_47051_Team / M4C 40.46 — Imported 2026-05-27
10 M4C / single model 40.46 — Imported 2026-05-27
11 Shuai 39.95 — Imported 2026-05-27
12 cfm-xp 34.57 — Imported 2026-05-27
13 anonymity12 / RTArt 33.75 — Imported 2026-05-27
14 mmgnn / mmgnn 32.46 — Imported 2026-05-27
15 MSFT_VTI 32.46 — Imported 2026-05-27
16 saito 32.44 — Imported 2026-05-27
17 reasoning 32.15 — Imported 2026-05-27
18 DCD_ZJU / DCD 31.44 — Imported 2026-05-27
19 lab_608 / QOCRModel 31.28 — Imported 2026-05-27
20 Schwail 30.54 — Imported 2026-05-27
21 vqa_team_sg 30.5 — Imported 2026-05-27
22 vqa_team_sb 30.34 — Imported 2026-05-27
23 Glupa_test 30.26 — Imported 2026-05-27
24 textvqa_test 28.96 — Imported 2026-05-27
25 masker_1 / only_stage-II, 0.2806 28.57 — Imported 2026-05-27
26 Venus Zhang / LoRRA(baseline) 27.95 — Imported 2026-05-27
27 zzz 27.71 — Imported 2026-05-27
28 Pythia + LoRRA / Pythia + LoRRA 27.63 — Imported 2026-05-27
29 XLab 27.53 — Imported 2026-05-27
30 zju_zjlab 27.5 — Imported 2026-05-27
31 LoRRA / LoRRA 26.64 — Imported 2026-05-27
32 LoRRA without Answer Space / LoRRA without Answer Space 19.71 — Imported 2026-05-27
33 Shuai 18.68 — Imported 2026-05-27
34 natsudalkr 17.83 — Imported 2026-05-27
35 Pythia with OCR Information / Pythia + OCR Information 17.48 — Imported 2026-05-27
36 AML MSK / iqo 14.63 — Imported 2026-05-27
37 Pythia Baseline / Pythia Baseline 14.01 — Imported 2026-05-27
38 Image Only Baseline / Image only baseline 5.88 — Imported 2026-05-27
39 pegasus / pegasus 4.04 — Imported 2026-05-27