Emotion-ita-Bianchi
Task Identifier: emotion-2021-bianchi-ita
Cluster: Emotion Recognition
Data Type: ita
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs Bernice
76.7783
2
Finetuned LMs InfoDCL
75.5755
3
Zero-shot Chatgpt
73.6608
4
Finetuned LMs TwHIN-BERT
73.0527
5
Finetuned LMs XLM-RoBERTa-Large
72.1882
6
Finetuned LMs XLM-Twitter
68.9658
7
Finetuned LMs XLM-RoBERTa-Base
67.764
8
Finetuned LMs mBERT
66.4701
9
five-shot in-context learning Vicuna-7B
65.4409
10
Zero-shot Chatgpt with translated prompts
64.1515
11
three-shot in-context learning Vicuna-7B
55.4774
12
five-shot in-context learning LLaMA-7B
53.0924
13
Zero-shot Alpaca-7B
50.4165
14
three-shot in-context learning LLaMA-7B
47.0811
15
Zero-shot mT0-XL
38.6925
16
five-shot in-context learning mT0-XL
33.7477
17
Zero-shot Bactrian-LLaMA-7B
32.4979
18
three-shot in-context learning mT0-XL
29.7624
19
Zero-shot LLaMA-7B
27.4723
20
five-shot in-context learning BLOOM-7B
27.3689
21
Zero-shot BLOOMZ-7B
27.0652
22
five-shot in-context learning mT5-XL
25.5382
23
three-shot in-context learning BLOOM-7B
24.8991
24
Zero-shot Vicuna-7B
24.0993
25
Zero-shot Bactrian-BLOOM
22.6485
26
Baseline Random
22.5398
27
Zero-shot BLOOMZ-P3-7B
21.4357
28
three-shot in-context learning mT5-XL
18.6206
29
Zero-shot mT5-XL
16.8017
30
Zero-shot BLOOM-7B
16.2115
31
Baseline Majority
15.4237
32
three-shot in-context learning BLOOMZ-P3-7B
13.5288
33
five-shot in-context learning BLOOMZ-P3-7B
12.3616