To test the model, I asked 3 non-expert people (G, M and A) to predict if the upcoming movies of 2019 (as of March) will be considered Rotten or Fresh and compared their guesses to the model's predictions (obtained through predict.py). The following table shows the results. I will keep the scores updated as the movies are being released.
| Movie title | Release date | G's prediction | M's prediction 🥉 |
A's prediction 🥇 |
Tomatology's prediction 🥈 |
Actual result |
|---|---|---|---|---|---|---|
| Hotel Mumbai | Mar 22 | Rotten | Rotten | Rotten | Fresh | Fresh |
| Dumbo | Mar 29 | Fresh | Fresh | Fresh | Fresh | Rotten |
| Shazam! | Apr 5 | Fresh | Fresh | Fresh | Rotten | Fresh |
| Pet Sematary | Apr 5 | Fresh | Fresh | Rotten | Fresh | Rotten |
| After | Apr 12 | Rotten | Rotten | Rotten | Fresh | Rotten |
| Little | Apr 12 | Fresh | Rotten | Rotten | Fresh | Rotten |
| The Curse of La Llorona | Apr 19 | Fresh | Fresh | Rotten | Rotten | Rotten |
| Avengers: Endgame | Apr 26 | Rotten | Fresh | Rotten | Fresh | Fresh |
| Eglydolls | May 3 | Fresh | Fresh | Fresh | Fresh | Rotten |
| Pokémon Detective Pikachu | May 10 | Fresh | Fresh | Fresh | Fresh | Fresh |
| John Wick: Chapter 3 - Parabellum | May 17 | Fresh | Fresh | Fresh | Rotten | Fresh |
| The Sun Is Also a Star | May 17 | Rotten | Fresh | Fresh | Rotten | Rotten |
| A Dog's Journey | May 17 | Rotten | Rotten | Rotten | Rotten | Rotten |
| Aladdin | May 24 | Fresh | Fresh | Fresh | Rotten | Rotten |
| Godzilla: King of the Monsters | May 31 | Fresh | Fresh | Rotten | Rotten | Rotten |
| Rocketman | May 31 | Rotten | Rotten | Rotten | Fresh | Fresh |
| The Secret Life of Pets 2 | Jun 7 | Fresh | Fresh | Fresh | Fresh | Rotten |
| Men in Black International | Jun 14 | Fresh | Fresh | Rotten | Fresh | Rotten |
| Toy Story 4 | Jun 21 | Fresh | Fresh | Fresh | Fresh | Fresh |
| Child's Play | Jun 21 | Fresh | Fresh | Rotten | Rotten | Fresh |
| 47 Meters Down: Uncaged | Jun 28 | Fresh | Fresh | Rotten | Fresh | Rotten |
| Annabelle Comes Home | Jul 3 | Fresh | Fresh | Rotten | Rotten | Fresh |
| Spider-Man: Far From Home | Jul 5 | Rotten | Fresh | Fresh | Fresh | Fresh |
| Stuber | Jul 12 | Fresh | Rotten | Rotten | Fresh | Rotten |
| The Lion King | Jul 19 | Fresh | Fresh | Fresh | Fresh | Rotten |
| Once Upon a Time in Hollywood | Jul 26 | Fresh | Rotten | Fresh | Fresh | Fresh |
| Fast & Furious Presents: Hobbs & Shaw | Aug 2 | Fresh | Fresh | Rotten | Rotten | Fresh |
| Dora The Explorer | Aug 2 | Rotten | Rotten | Rotten | Rotten | Fresh |
| Where'd You Go, Bernadette | Aug 9 | Fresh | Fresh | Fresh | Fresh | Rotten |
| Playmobil: The Movie | Aug 16 | Rotten | Rotten | Rotten | Fresh | Rotten |
| The Angry Birds Movie 2 | Aug 16 | Rotten | Rotten | Rotten | Fresh | Fresh |
| Good Boys | Aug 16 | Fresh | Fresh | Fresh | Rotten | Fresh |
| It: Chapter Two | Sep 6 | Fresh | Fresh | Fresh | Fresh | Fresh |
| Spies in Disguise | Sep 13 | Fresh | Fresh | Rotten | Fresh | Fresh |
| Abominable | Sep 27 | Fresh | Rotten | Rotten | Fresh | Fresh |
| Joker | Oct 4 | Fresh | Fresh | Fresh | Fresh | Fresh |
| Gemini Man | Oct 4 | Fresh | Fresh | Rotten | Fresh | Rotten |
| Zombieland: Double Tap | Oct 11 | Rotten | Rotten | Rotten | Rotten | Fresh |
| Charlie's Angels | Nov 1 | Fresh | Fresh | Rotten | Rotten | Rotten |
| Last Christmas | Nov 15 | Fresh | Rotten | Rotten | Fresh | Rotten |
| Frozen 2 | Nov 22 | Fresh | Fresh | Fresh | Fresh | Fresh |
| Star Wars: Episode IX | Dec 20 | Rotten | Fresh | Rotten | Rotten | Rotten |
| Cyrano, My Love (Edmond) | TBA | Rotten | Rotten | Rotten | Fresh | Fresh |
| Claire Darling | TBA | Rotten | Rotten | Rotten | Fresh | Fresh |
| Results | 19/44 (43%) | 20/44 (45%) | 24/44 (55%) | 22/44 (50%) |