Humor-eng-Meaney
Task Identifier: humor-2021-meaney-eng
Cluster: Humor Detection
Data Type: eng
Score Metric: Macro-F1
Paper/GitHub/Website URL:


RankSubmission Title Model
URL
Score
Details
1
Finetuned LMs Bernice
93.4065
2
Finetuned LMs TwHIN-BERT
92.4238
3
Finetuned LMs XLM-RoBERTa-Large
91.7939
4
Finetuned LMs XLM-Twitter
91.4821
5
Finetuned LMs InfoDCL
91.3404
6
Finetuned LMs XLM-RoBERTa-Base
89.8613
7
Zero-shot Chatgpt with translated prompts
89.5578
8
Zero-shot Chatgpt
89.5578
9
Finetuned LMs mBERT
87.1879
10
five-shot in-context learning Vicuna-7B
68.0053
11
three-shot in-context learning Vicuna-7B
66.0336
12
five-shot in-context learning LLaMA-7B
59.1465
13
three-shot in-context learning LLaMA-7B
57.8338
14
Zero-shot Bactrian-LLaMA-7B
54.4586
15
three-shot in-context learning mT5-XL
45.4945
16
Baseline Random
45.2549
17
Zero-shot Vicuna-7B
42.8571
18
Zero-shot mT5-XL
42.8275
19
five-shot in-context learning mT5-XL
40.6422
20
Zero-shot Alpaca-7B
39.3915
21
Baseline Majority
38.0805
22
three-shot in-context learning mT0-XL
31.4286
23
five-shot in-context learning mT0-XL
31.3741
24
Zero-shot LLaMA-7B
28.3897
25
Zero-shot Bactrian-BLOOM
27.0594
26
three-shot in-context learning BLOOM-7B
27.0389
27
three-shot in-context learning BLOOMZ-P3-7B
26.6862
28
five-shot in-context learning BLOOM-7B
26.6862
29
five-shot in-context learning BLOOMZ-P3-7B
26.6862
30
Zero-shot BLOOMZ-7B
26.6862
31
Zero-shot mT0-XL
26.6862
32
Zero-shot BLOOMZ-P3-7B
26.4706
33
Zero-shot BLOOM-7B
26.1648