Benchmarks

Type: handwriting recognition
Name Description of Benchmark
SynMS  The PLANET SynMS (synthetic manuscript) family is a collection of databases of images of synthetically generated cursive writings....
Type: language modeling
Name Description of Benchmark
Counting In this task we want to test the ability of counting. The goal is to predict all the next possible symbols of a string given the previous symbols....
Type: pattern classification
Name Description of Benchmark
Place cell learning  Dataset The dataset consists of 17 distance sensors recorded during navigation of a mobile robot in a simulated environment called SINAR. SINAR...
NARMA30 classification In this task data sampled from a NARMA system with a varying set of parameters must be instantaneous labeled correctly based on the input and output...
Type: speech recognition
Name Description of Benchmark
AURORA-2 The AURORA-2 corpus (version 1.0) contains clean and noise corrupted versions of the isolated and connected digit utterances of the TIDIGITS corpus (...
TIMIT The TIMIT Acoustic-Phonetic Continuous Speech Corpus, distributed by LDC (reference LDC93S1) is a relatively small corpus (1 CD) of read speech, and...
WSJ The Wall Street Journal (WSJ) corpus, distributed by LDC, consists of read speech with texts drawn from a machine-readable corpus of Wall Street...
Type: system identification
Name Description of Benchmark
NARMA30 This task concerns the modeling of the following 30th order system also known as NARMA which can be written as: For this task the output y(k) has to...
Type: time series generation/predicition
Name Description of Benchmark
Triple generator Three simple generators: Tent map, Sine, Random constant value are interleaving with equal probabilities. The task is to predict the time series as...
Mackey-Glass attractor This task tackles the continuation of a Mackey-Glass attractor with delay tau 30. Therefore 10 sets of 3000 samples are sampled from the following...